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Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2 : the COVIDSurg mortality score

[missing] COVIDSurg Collaborative, I Dajti, J I Valenzuela, L A Boccalatte, N A Gemelli, D E Smith, N N Dudi-Venkata, H M Kroon, T Sammour, M Roberts, et al.
(2021) BRITISH JOURNAL OF SURGERY. 108(11). p.1274-1292
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Organization
Abstract
To support the global restart of elective surgery, data from an international prospective cohort study of 8492 patients (69 countries) was analysed using artificial intelligence (machine learning techniques) to develop a predictive score for mortality in surgical patients with SARS-CoV-2. We found that patient rather than operation factors were the best predictors and used these to create the COVIDsurg Mortality Score (https://covidsurgrisk.app). Our data demonstrates that it is safe to restart a wide range of surgical services for selected patients.
Keywords
Surgery

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MLA
COVIDSurg Collaborative, [missing], et al. “Machine Learning Risk Prediction of Mortality for Patients Undergoing Surgery with Perioperative SARS-CoV-2 : The COVIDSurg Mortality Score.” BRITISH JOURNAL OF SURGERY, vol. 108, no. 11, 2021, pp. 1274–92, doi:10.1093/bjs/znab183.
APA
COVIDSurg Collaborative, [missing], Dajti, I., Valenzuela, J. I., Boccalatte, L. A., Gemelli, N. A., Smith, D. E., … Mazingi, D. (2021). Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2 : the COVIDSurg mortality score. BRITISH JOURNAL OF SURGERY, 108(11), 1274–1292. https://doi.org/10.1093/bjs/znab183
Chicago author-date
COVIDSurg Collaborative, [missing], I Dajti, J I Valenzuela, L A Boccalatte, N A Gemelli, D E Smith, N N Dudi-Venkata, et al. 2021. “Machine Learning Risk Prediction of Mortality for Patients Undergoing Surgery with Perioperative SARS-CoV-2 : The COVIDSurg Mortality Score.” BRITISH JOURNAL OF SURGERY 108 (11): 1274–92. https://doi.org/10.1093/bjs/znab183.
Chicago author-date (all authors)
COVIDSurg Collaborative, [missing], I Dajti, J I Valenzuela, L A Boccalatte, N A Gemelli, D E Smith, N N Dudi-Venkata, H M Kroon, T Sammour, M Roberts, D Mitchell, K Lah, A Pearce, A Morton, A C Dawson, A Drane, C Sharpin, R M Nataraja, M Pacilli, D R A Cox, V Muralidharan, G E Riddiough, E M Clarke, W Jamel, K R Qin, P Pockney, D Cope, N Egoroff, N Lott, S Putnis, S De Robles, Z Ang, M Mitteregger, S Uranitsch, M Stiegler, G Seitinger, F Aigner, D B Lumenta, P S Nischwitz, E Richtig, M Pau, P Srekl-Filzmaier, N Eibinger, B Michelitsch, M Fediuk, A Papinutti, G Seidel, J Kahn, T U Cohnert, D Messner, F Öfner, J Presl, M Varga, M Weitzendorfer, K Emmanuel, A D Binder, M Zimmermann, S Holawe, E Nkenke, C Grimm, M Kranawetter, A Rahman Mitul, N Islam, S Karim, N Komen, S Putnis, S De Robles, E Ang, H De Praetere, T Tollens, G Schols, C Smets, L Haenen, J Quintens, K Van Belle, Gabriëlle van Ramshorst, P Pattyn, L Desender, T Martens, D Van de Putte, P Lerut, A Grimonprez, M Janssen, G De Smul, P Wallaert, J Van den Eynde, W Oosterlinck, R Van den Eynde, A Sermon, A Boeckxstaens, A Cordonnier, J De Coster, J Jaekers, C Politis, M Miserez, N Duchateau, C De Gheldere, N Flamey, P Pattyn, A Christiano, B Guidi, A L Minussi, S Castro, W Okoba, F H R Maldonado, P Oliveira, T Baldasso, L Santos, G M A Gomes, I L Buarque, L Pol-Fachin, T S Bezerra, A V Barros, A M R da Silva, A L S Leite, D W A Silvestre, C C Ferro, M S Araujo, L M Lopes, P D Damasceno, D H S Araujo, G Laporte, M C Salem, M A C Guimaraes-Filho, L Nacif, R L G Flumignan, L C U Nakano, D A B Kuramoto, A L S Aidar, M R Pereda, R M Correia, B C Santos, A A Carvalho, J E Amorim, H J Guedes Neto, L L Areias, A F Sousa, C D Q Flumignan, W G Lustre, D H Moreno, N Barros, J C C Baptista-Silva, L L Matos, L P Kowaski, M A V Kulcsar, K S Nunes, M F Teixeira, R L Nunes, T R Ijichi, N J Kim, A Marreiro, B Muller, J Barakat Awada, G Baiocchi, L P Kowalski, J G Vartanian, F B Makdissi, S Aguiar, N Marques, G B Carvalho, T M D M Marques, E A Abdallah, C E Zurstrassen, J L Gross, S C Zequi, B T Gonçalves, S S Santos, J P Duprat, F J F Coimbra, R Cicco, F Takeda, I Cecconello, U Ribeiro, A Gatti, R Oliva, C Nardi, M Slavchev, B Atanasov, N Belev, A Dell, D Bigam, K Dajani, S Al Riyami, J Martin, D Cheng, H Yang, A Fayad, F M Carrier, E Amzallag, J Desroches, M Ruel, N G Caminsky, M Boutros, J Moon, E G Wong, T Vanounou, J Pelletier, S Wong, E Girsowicz, J Bayne, D Obrand, H Gill, O Steinmetz, K MacKenzie, M Lukaszewski, G Jamjoum, P Richebé, O Verdonck, S Discepola, N Godin, M Idrissi, V Lecluyse, G Côté, S Demyttenaere, R Garfinkle, M Boutros, A Kouyoumdjian, M Boutros, S Dumitra, J Moon, E G Wong, K Khwaja, L Luo, M Lukaszewski, H Gill, G Berry, A S Liberman, E Girsowicz, J Bayne, D Obrand, O Steinmetz, K MacKenzie, S Schmid, J Spicer, M Al Farsi, J Abou-Khalil, E Couture, S Mohammadi, H Tremblay, N Gagné, A Bergeron, A F Turgeon, O Costerousse, D Bellemare, C Babin, C Blier, M L Wood, A Persad, G Groot, H Pham, F D’Aragon, E Carbonneau, M Bouchard, M Masse, F Pesant, J Héroux, P Karanicolas, J Hallet, A Nadler, A Nathens, M Ko, A Brar, K Mayson, B Kidane, S Srinathan, M I Escudero, J T Reyes, M M Modolo, P Ramirez Nieto, R Sepulveda, A Bolbarán, A Molero, I Ruiz, G P Reyes, R Salas, C Suazo, R Muñoz, E Grasset, M Inzunza, N Besser, M J Irarrázaval, C Jarry, F Bellolio, C A Romero Manqui, M Ruiz Esquide, T Fuentes, J Campos, C J Perez Rivera, P A Cabrera, R E Pinilla, O Guevara, L J Jimenez Ramirez, B G Velasquez Cuasquen, D R Herrera Mora, A Bonilla, S Diaz, E Manrique, H Facundo, J L Velez Bernal, J ángel, M García, L Guzmán, C Lehmann, S Cervera, L M Trujillo Sanchez, R Guevara, D Valbuena, L Suarez, G Jimenez, A Velandia, J Vargas, J Espinosa, S Rey, J Mendoza Quevedo, J A Calvache, C M Orozco-Chamorro, T A Sánchez-Gómez, D A Rojas-Tejada, J Mihanovic, B Bakmaz, I Rakvin, N Sulen, T Andabaka, I Luksic, M Mamic, L Martinek, M Skrovina, J Žatecký, M Peteja, H Ø Kristensen, M Mekhael, P Christensen, L Westh, H Smith, A F Haugstvedt, M L JÖnsson, A Crespo, S Batista, J Rodriguez-Abreu, N Tactuk, P J Diaz-Delgado, R Rivas, J A Sarmiento-Bobadilla, F Ashoush, A Samir Abdelaal, M S Qatora, M E Elsayed Hewalla, M Metwalli, R Atta, A Abdelmajeed, N E Abosamak, A Sabry, S Shehata, I Sallam, G Amira, M Sherief, A Sherif, H Salem, R Hamdy, H Aboulkassem, G Ghaly, G Sherif, A Morsi, A Abdelrahman, A Omnia, A Tawheed, M El Kassas, W Omar, A Abdelsamed, A Seleim, H Salem, A Y Azzam, M ElFiky, A Nabil, M Ibraheem, G Ghaly, M ElDeeb, M Fawzy, H Hamed, S Emile, A Elfallal, H Elfeki, M Shalaby, A Sakr, M Alrahawy, H Atif, A Sakr, H Soltan, A K Sayed, A Salah, A Atiya, K Wassim, E Esmail, M Khalaf, A Eldaly, A Ghoneim, A Hawila, H Badr, I Elhalaby, M Abdel-bari, M Elbahnasawy, M K Hamada, M S Morsy, M Hammad, M Hammad, M Essa, M T Fayed, M Elzoghby, M Rady, O Hamad, S Salman, S Sarsik, S Abd-elsalam, S Gamal Badr, Y El-Masry, M M H Moahmmed, S Hailu, A Wolde, M Mengesha, S Nida, M Workneh, M Y Ahmed, T Fisseha, D Kassa, H Zeleke, A Admasu, T Laeke, A Tirsit, M Gessesse, A Addissie, D Bekele, J H Kauppila, E Sarjanoja, S Testelin, S Dakpé, B Devauchelle, J Bettoni, N Lavagen, F Schmitt, J M Lemée, S Boucher, R Breheret, J D Kün-Darbois, A Kahn, A Gueutier, P Bigot, B Borraccino, Z Lakkis, A Doussot, B Heyd, S Manfredelli, P Mathieu, B Paquette, C Turco, A Barrabe, A Louvrier, D Moszkowicz, D Giovinazzo, F Bretagnol, A Police, L Charre, E Volpin, H Braham, N El Arbi, V Villefranque, L Bendjemar, E Girard, J Abba, B Trilling, A Chebaro, K Lecolle, S Truant, M El Amrani, P Zerbib, F R Pruvot, D Mathieu, E Surmei, L Mattei, H Marin, N Christou, Q Ballouhey, P Ferrero, P Coste Mazeau, J Tricard, B Barrat, A Taibi, J Usseglio, J Laloze, H Salle, L Fourcade, E Duchalais, N Regenet, J Rigaud, D Waast, W Denis, O Malard, K Buffenoir, F Espitalier, C Ferron, Y Varenne, V Crenn, S De Vergie, J Cristini, E Samarut, S Tzedakis, P A Bouche, S Gaujoux, E Kantor, D Gossot, A Seguin-Givelet, D Fuks, M Grigoroiu, R Sanchez Salas, X Cathelineau, P Macek, Y Barbé, F Rozet, E Barret, A Mombet, N Cathala, E Brian, F Zadegan, C Conso, T Blanc, A Broch, S Sarnacki, L Ali, A Bonnard, M Peycelon, E Hervieux, P Clermidi, E Maisonneuve, E Aubry, A Thomin, T Langlais, G Passot, O Glehen, E Cotte, J C Lifante, B De Simone, E Chouillard, A P Arnaud, P Violas, D Bergeat, A Merdrignac, A P Arnaud, A Scalabre, L O Perotto, B Le Roy, E Haddad, S Vermersch, A C Ezanno, O Barbier, F Vigouroux, B Malgras, A Aime, B Seeliger, D Mutter, G Philouze, P Pessaux, A Germain, H Chanty, A Ayav, R Kassir, P Von Theobald, F Sauvat, J O’Connor, M Mayombo Idiata, Z O’Connor, S Tchoba, A Modabber, P Winnand, F HÖlzle, B Sommer, E Shiban, S Wolf, M Anthuber, F Sommer, D Kaemmerer, T Schreiber, C Kamphues, J C Lauscher, C Schineis, F N Loch, K Beyer, S Nasser, J Sehouli, P HÖhn, C Braumann, F Reinkemeier, W Uhl, J Weitz, U Bork, T Welsch, C Praetorius, S Korn, M Distler, G Fluegen, W T Knoefel, C Vay, H Golcher, R Grützmann, J Binder, P Meister, A Gallinat, A Paul, A A Schnitzbauer, P Thoenissen, H El Youzouri, T Schreckenbach, T A Nguyen, H Eberbach, J Bayer, B Erdle, R Sandkamp, C Nitschke, J Izbicki, F G Uzunoglu, D Koenig, M Gosau, A BÖttcher, A Heuer, T O Klatte, M Priemel, C S Betz, S Burg, N MÖckelmann, C J Busch, J Bewarder, N Zeller, R Smeets, S Thole, T Vollkommer, U Speth, M Stangenberg, I Hakami, C Boeker, J Mall, H M Schardey, T von Ahnen, M von Ahnen, U Brunner, C Tapking, U Kneser, C Hirche, M Jung, K F Kowalewski, P Kienle, C Reissfelder, S Seyfried, F Herrle, J Hardt, C Galata, E Birgin, N Rahbari, N Vassos, M G Stoleriu, R Hatz, M Albertsmeier, N BÖrner, C Lampert, J Werner, B Kuehlmann, L Prantl, S M Brunner, H J Schlitt, F Brennfleck, K Pfister, K Oikonomou, T Reinhard, K Nowak, U Ronellenfitsch, J Kleeff, K S Delank, C W Michalski, G Szabo, R Widyaningsih, G A Stavrou, R Bschorer, J Mielke, T Peschel, A KÖnigsrainer, M Quante, M W LÖffler, C Yurttas, J Doerner, R Seiberth, K Bouchagier, S Klimopoulos, D Paspaliari, G Stylianidis, A Syllaios, E Baili, D Schizas, T Liakakos, A Charalabopoulos, C Zografos, E Spartalis, D K Manatakis, N Tasis, M I Antonopoulou, S Xenaki, E Xynos, E Chrysos, E Athanasakis, J Tsiaousis, E Lostoridis, P Tourountzi, G Tzovaras, K Tepetes, D Zacharoulis, I Baloyiannis, K Perivoliotis, J Hajiioannou, C Korais, E Gkrinia, C E Skoulakis, A Saratziotis, O Koukoura, D Symeonidis, A Diamantis, G Tsoulfas, C D Christou, A Tooulias, V Papadopoulos, C Anthoulakis, G Grimbizis, D Zouzoulas, D Tsolakidis Tatsis, P Christidis, L Loutzidou, O Ioannidis, I Astreidis, A Antoniou, K Antoniadis, K Vachtsevanos, K Paraskevopoulos, I Kalaitsidou, V Alexoudi, A Stavroglou, A Mantevas, D Michailidou, T Grivas, D Deligiannidis, S Politis, A Barrios Duarte, A L Portilla, M J Lowey, G Recinos, I Lopez Muralles, M A Siguantay, E E Estrada, M L Aguilera-Arévalo, J M Cojulun, G Echeverría-Dávila, C Marín, G C Icaza de Marín, Z Novak, T Echim, N Suszták, B Banky, G Kembuan, H Pajan, A A Islam, F Rahim, H Safari, M Mozafari, P Brouki Milan, A Tizmaghz, M Rezaei Tavirani, R Hussein, C Fleming, S O’Brien, M Y Kayyal, A Daly, S Killeen, M Corrigan, J De Marchi, A Hill, T Farrell, N F Davis, D Kearney, T Nelson, P J Maguire, C Barry, R Farrell, L A Smith, H M Mohan, B J Mehigan, P McCormick, J O Larkin, B A Fahey, A Rogers, N Donlon, H O’Sullivan, T Nugent, J V Reynolds, C Donohue, P Shokuhi, N Ravi, C Fitzgerald, P Lennon, C Timon, J Kinsella, J Smith, T Boyle, D Alazawi, E Connolly, W Butt, S M Croghan, R P Manecksha, N Fearon, D Winter, H Heneghan, D Maguire, T Gallagher, K Conlon, N Kennedy, S Martin, R Kennelly, A Hanly, K C Ng, J Fagan, E Geary, C Cullinane, A Hanly, E Carrington, J Geraghty, E McDermott, R Pritchard, D McPartland, M Boland, A Stafford, D Maguire, J Geoghegan, J A Elliott, P F Ridgway, A E Gillis, G A Bass, P C Neary, J M O’Riordan, D O Kavanagh, I S Reynolds, K Conlon, D P Joyce, E Boyle, B Egan, M Whelan, R Elkady, S Tierney, T M Connelly, H Earley, M Umair, C O’Connell, R P Manecksha, A Z Thomas, D Rice, A Madden, Y Bashir, B Creavin, O Cullivan, P Owens, A Canas-Martinez, C Murphy, L Pickett, B Murphy, A Mastrosimone, D Beddy, M Arumugasamy, M Allen, M Aremu, C McCarthy, C O’Connor, D B O’Connor, E Kent, F Malone, M Geary, K L McKevitt, A J Lowery, é J Ryan, T M Aherne, A Fowler, A Hassanin, A M Hogan, C G Collins, L Finnegan, P A Carroll, M J Kerin, S R Walsh, D Nally, C Peirce, J C Coffey, R M Cunningham, S Tormey, N P Hardy, P M Neary, L Muallem-Kalmovich, N Kugler, R Lavy, O Zmora, N Horesh, R Vergari, S Mochet, R Barmasse, A Usai, L Morelli, A Picciariello, V Papagni, D F Altomare, M Colledan, M F Zambelli, S Tornese, A Camillo, E Rausa, F Bianco, A Lucianetti, G M Prucher, A M Baietti, F Ruggiero, P Maremonti, F Neri, S Ricci, M Biasini, A G Zarabini, A Belvedere, P Bernante, P Bertoglio, S Boussedra, E Brunocilla, R Cipriani, G Cisternino, E De Crescenzo, P De Iaco, A N Della Gatta, G Dondi, F Frio, E Jovine, F Mineo Bianchi, J Neri, D Parlanti, A M Perrone, A P Pezzuto, M Pignatti, G Pilu, V Pinto, G Poggioli, M Ravaioli, M Rottoli, R Schiavina, M Serenari, M Serra, P Solli, M Taffurelli, M Tanzanu, M Tesei, T Violante, S Zanotti, V Tonini, L Sartarelli, M Cervellera, A Gori, G Armatura, G Scotton, S Patauner, A Frena, M Podda, A Pisanu, G Esposito, F Frongia, E Abate, L Laface, M Casati, M Schiavo, T Casiraghi, G Sammarco, G Gallo, G Vescio, S Fulginiti, V Scorcia, G Giannaccare, A Carnevali, M C Giuffrida, A Marano, S Palagi, S Di Maria Grimaldi, V Testa, C Peluso, F Borghi, A Simonato, A Puppo, M D’Agruma, R Chiarpenello, L Pellegrino, F Maione, D Cianflocca, V Pruiti Ciarello, G Giraudo, E Gelarda, E Dalmasso, A Abrate, A Daniele, V Ciriello, F Rosato, A Garnero, L Leotta, M Giacometti, S Zonta, D Lomiento, L Taglietti, S Dester, B Compagnoni, F Viotti, R Cazzaniga, R Del Giudice, F Mazzotti, F Pasini, G Ugolini, N Fabbri, C V Feo, E Righini, S Gennari, M Chiozza, G Anania, A Urbani, M Koleva Radica, P Carcoforo, M Portinari, M Sibilla, A Anastasi, B Bartalucci, A Bellacci, G Canonico, L Capezzuoli, C Di Martino, P Ipponi, C Linari, M Montelatici, T Nelli, G Spagni, L Tirloni, A Vitali, C Agostini, G Alemanno, I Bartolini, C Bergamini, A Bruscino, C Checcucci, R De Vincenti, A Di Bella, M Fambrini, L Fortuna, G Maltinti, P Muiesan, F Petraglia, P Prosperi, M N Ringressi, M Risaliti, F Sorbi, A Taddei, V Lizzi, F Vovola, A Arminio, A Cotoia, A L Sarni, P Familiari, G D’Andrea, V Picotti, F Bàmbina, T Fontana, F Barra, S Ferrero, C Gustavino, C Kratochwila, A Ferraiolo, S Costantini, P Batistotti, A Aprile, C Almondo, L Ball, C Robba, S Scabini, D Pertile, A Massobrio, D Soriero, S D’Ugo, N Depalma, M G Spampinato, L Lippa, C Gambacciani, O S Santonocito, F Aquila, F Pieri, M Ballabio, P Bisagni, M Longhi, T Armao, M Madonini, A Gagliano, P Pizzini, A Costanzi, M Confalonieri, M Monteleone, G Colletti, C Frattaruolo, G Mari, A Spinelli, G Mercante, G Spriano, F Gaino, F Ferreli, A De Virgilio, V Rossi, M M Carvello, F Di Candido, H Kurihara, E Marrano, G Torzilli, C Castoro, F M Carrano, F Martinelli, A Macchi, M Fiore, S Pasquali, S P B Cioffi, M Baia, C Abatini, C Sarre, A Mosca, D Biasoni, A Gronchi, D Citterio, V Mazzaferro, P Cadenelli, M Gennaro, V Capizzi, M Guaglio, L Sorrentino, G Bogani, G Sarpietro, L Giannini, L V Comini, L Rolli, S Folli, F Raspagliesi, C Piazza, M Cosimelli, R Salvioni, B Antonelli, L Baldari, L Boni, E Cassinotti, L Pignataro, G Rossi, S Torretta, G A Beltramini, A Gianni’, M Tagliabue, R De Berardinis, G Pietrobon, F Chu, S Cenciarelli, L Adamoli, M Ansarin, U Fumagalli Romario, F Mastrilli, N M Mariani, V Nicastro, P Cellerino, F Colombo, A Frontali, A Bondurri, C Guerci, A Maffioli, L Ferrario, M Candiani, G Bonavina, J Ottolina, L Valsecchi, P Mortini, F Gagliardi, M Piloni, M Medone, G Negri, A Bandiera, P De Nardi, P Sileri, M Carlucci, D Pelaggi, R Rosati, A Vignali, P Parise, U Elmore, N Tamini, L C Nespoli, M Rennis, L Pitoni, M F Chiappetta, E Vico, R Fruscio, T Grassi, D Sasia, M Migliore, A Gattolin, R Rimonda, E Travaglio, E Olearo, A Tufo, E Marra, P Maida, G Marte, P Tammaro, F Bianco, P Incollingo, F Izzo, A Belli, R Patrone, V Albino, M Leongito, V Granata, M Piccirillo, R Palaia, E Francone, S Gentilli, H Nikaj, A Fiorini, C Norcini, A Chessa, M V Marino, A Mirabella, G Vaccarella, L Musini, L Ampollini, M Bergonzani, A Varazzani, L Bellanti, M Domenichini, G Rossi, E Cabrini, A Fornasari, A Freyrie, D O Dejana, G D’Angelo, G Bertoli, F Di Lella, G Bocchialini, M Falcioni, D Lanfranco, T Poli, M Giuffrida, A Annicchiarico, G Perrone, F Catena, A Raffaele, A De Manzoni Garberini, E Baldini, L Conti, M Ribolla, P Capelli, S M Isolani, P Maniscalco, M Cauteruccio, C Ciatti, C Puma Pagliarello, S Gattoni, R Galleano, M Malerba, M Ciciliot, F Farnesi, M Calabrò, N S Pipitone Federico, E G Lunghi, A Muratore, L Morelli, G Di Franco, M Palmeri, D Tartaglia, F Coccolini, M Chiarugi, T Simoncini, A Gadducci, M Caretto, A Giannini, A Perutelli, L Domenici, S Garibaldi, R Capanna, L Andreani, N Furbetta, S Guadagni, M Bianchini, D Gianardi, E Pinotti, M Montuori, F Carissimi, G Baronio, M Zizzo, C Castro Ruiz, V Annessi, M T Montella, G Falco, S Mele, G Ferrari, V Mastrofilippo, V D Mandato, L Aguzzoli, C Corbellini, C Baldi, G M Sampietro, G M Palini, N Zanini, G Garulli, R Barone, A Murgese, S Mungo, M Grasso, C Marafante, S L Birolo, E Moggia, M Caccetta, A Masciandaro, A Deirino, M Garino, L Gordini, C P Lombardi, F Marzi, A A Marra, C Ratto, M Di Muro, F Litta, V De Simone, V Cozza, F Rosa, A Agnes, A Parello, S Alfieri, G Sganga, P Lapolla, A Mingoli, G De Toma, E Fiori, F La Torre, P Sapienza, G Brachini, B Cirillo, I Iannone, M Zambon, A Chiappini, S Meneghini, G B Fonsi, P M Cicerchia, P Bruzzaniti, A Santoro, A Frati, G Marruzzo, D Ribuffo, A Sagnotta, L Marino Cosentino, S Mancini, G Lisi, D Spoletini, V Bellato, M Campanelli, G Sica, L Siragusa, L Bonavina, E Asti, D Bernardi, A Lovece, T Perra, A Porcu, A Fancellu, C F Feo, A M Scanu, F Tuminello, R Galleano, A Franceschi, A Langone, F Fleres, A Spolini, P Bordoni, M Franzini, G Clarizia, A Grechi, A Longhini, U Grossi, S Novello, G Zanus, M Romano, S Rossi, G Pirozzolo, A Recordare, S Paiella, G Turri, S Rattizzato, T Campagnaro, A Guglielmi, C Pedrazzani, A Ruzzenente, E Poletto, S Conci, L Casetti, M Fontana, R Salvia, G Malleo, A Esposito, L Landoni, M De Pastena, C Bassi, M Tuveri, S Nobile, G Marchegiani, L Bortolasi, E Sambugaro, M Malavolta, G Moretto, H Impellizzeri, M Inama, G Barugola, F Ascari, G Ruffo, S Granieri, C Cotsoglou, M Berselli, M Desio, V Marchionini, E Cocozza, S Di Saverio, G Ietto, D Iovino, G Carcano, F Ayasra, A Qasem, Y Ayasra, M Al-Masri, M K Abou Chaar, H Al-Najjar, K Ghandour, F Alawneh, R Abdel Jalil, S Abdel Al, M Elayyan, R Ghanem, I Lataifeh, O Alsaraireh, F J Abu Za’nouneh, T Fahmawee, A Ibrahim, K Obeidat, I Albader, J Alabbad, M A S Albader, A Bouhuwaish, A S Taher, M S M Omar, E Abdulwahed, M Biala, M Morgom, Elhadi A, Alarabi A, A Msherghi, Elhajdawe F, A Alsoufi, A Salamah, H Salama, M Bulugma, H Almabrouk, D Venskutonis, E Dainius, E Kubiliute, S Bradulskis, A Parseliunas, J Kutkevicius, A Subocius, Y J Cheong, M S Masood, C W Ngo, R Saravanan, N Abdul Maei, G Yanowsky Reyes, J Orozco Perez, R Damian, R Santana Ortiz, C A Colunga Tinajero, F Cordera, A Gómez-Pedraza, A Maffuz-Aziz, J A Posada, M A De la Rosa Abaroa, M R Alvarez, R Arrangoiz, R Hernández, K Bozada Gutierrez, M Trejo-Avila, C Valenzuela-Salazar, J Herrera-Esquivel, M Moreno-Portillo, V M Pinto-Angulo, E E Sosa-Duran, H Ziad-Aboharp, X Jimenez Villanueva, C E Soulé Martínez, A I Lupián-Angulo, J  J Martínez Zarate, E Reyes Rodriguez, G Montalvo Dominguez, F C Becerra García, J Melchor-Ruan, D Vilar-Compte, E Romero-Bañuelos, A Herrera-Gomez, A Meneses-Garcia, D Isla-Ortiz, R A Salcedo-Hernández, J M Hernández-Nava, J E Morales-Castelan, C Sarre, O E Posadas-Trujillo, G A Buerba, A Alfaro-Goldaracena, E Pena Gomez-Portugal, G Lopez-Pena, C A Hinojosa, M A Mercado, A Ramos-De la Medina, L Martinez, I Duran, D S Gonzalez, M J Martinez, A Nayen Sainz de la Fuente, L Miguelena, L Hernández Miguelena, S M Louraoui, A El Azhari, M Rghioui, E Khya, A Ghannam, A Souadka, B El Ahmadi, Z H Belkhadir, M A Majbar, A Benkabbou, R Mohsine, M Y Oudrhiri, H Bechri, Y Arkha, A El Ouahabi, H Frima, S Bachiri, L C Groen, T Verhagen, F M ter Brugge, J C G Scheijmans, M A Boermeester, R Hompes, E M Meima-van Praag, S Sharabiany, A B J Borgstein, S S Gisbertz, M I van Berge Henegouwen, S Gans, P Van Duijvendijk, T Herklots, T De Hoop, M R De Graaff, D Sloothaak, M Bolster-van Eenennaam, J Baaij, J H G Klinkenbijl, R Van Eekeren, E J Spillenaar Bilgen, S W Van der Burg, N J Harlaar, F H W Jonker, M Vermaas, K R Voigt, D Nellensteijn, E A B Bensi, L Posma-Bouman, M Van Sambeek, M Holscher, W T Van den den Broek, S H Kruijff, J P P M De Vries, P J Steinkamp, P K C Jonker, W Y Van der Plas, W Bierman, Y Janssen, J Franken, S Oosterling, E G Boerma, D Schweitzer, M H F Keulen, S Ketting, J A Wegdam, T S de Vries Reilingh, E Schipper, P H E Teeuwen, E R Hendriks, A A W Van Geloven, M Emous, R Poelstra, M Teunissen, S L Gerritsen, D Boerma, P R De Reuver, F Thunnissen, B A M Vermeulen, A Groen, T M Van Ginhoven, C L Viëtor, M J W van der Oest, P W H E Vriens, T Houwen, J Heisterkamp, A S van Petersen, W van der Meij, C T Stevens, A Pronk, W J Bakker, M C Richir, M R Vriens, M D Filipe, M Uittenbogaart, W K G Leclercq, J M L Sijmons, P J Vancoillie, J Konsten, M Van Heinsbergen, N A M Dekker, F C den Boer, A Akinmade, A Adeyeye, E Enoch, S Fayose, A I Okunlola, A A Adeniyi, O T Adeyemo, I O Adebara, A Bakare, O F Babalola, O H Abiyere, O O Banjo, S Olori, O G Akaba, E T Agida, I H Abdullahi, I K Egbuchulem, D Olulana, T A Lawal, O Ogundoyin, O A Oyelakin, O G Nwaorgu, S O Sule, C C Makwe, B B Afolabi, J O Seyi-Olajide, A O Ademuyiwa, C O Bode, O Atoyebi, O A Elebute, A A Okunowo, O M Williams, N G Eke, O A Oshodi, O M Faboya, A S Adeniran, O A Omisanjo, Y A Oshodi, A A Ogunyemi, K M Atobatele, A Adeyeye, I Aremu, O Olasehinde, L Abdur-Rahman, J Bello, A Popoola, T O Sayomi, H O Raji, N Adeleke, B Lawal, O Habeeb, O Agodirin, M A Tolani, T T Sholadoye, S E Nwabuoku, M Abubakar, T Risteski, V Cvetanovska Naunova, L Jovcheski, E Lazova, I Agledahl, R G Breuer, J Massoud, S H Waqar, I Rashid, A Ayubi, A B H Bhatti, M U Younis, A Ghouri, B Ayub, R H Sayyed, A Saleem, K Turk, A Alvi, J Abassy, S Khan, M Arshad, K Ahmed, T Siddiqui, A Pirzada, A A Kerawala, A Jamal, L Rai, R Nafees Ahmed, A S Memon, A U Qureshi, M Ayyaz, M Umar, U Butt, M Kashif, W H Khan, M Waris Farooka, T Wasim, N Talat, W Tahir, J Naseem, A Akbar, S Afroze, L Ali, A Sultan, H B Ali, M H Janjua, A Janjua, S Asghar, M S Farooq, M Z Sarwar, S A Naqi, K M Gondal, S I Bukhari, M Tariq, S Javed, E Yaqoob, M Ashraf, U Mahmood, K Raja Shabbir, S A Abukhalaf, A Amro, J M Cabada Lee, A Aguilar, E Rodriguez, K Castillo, M Cukier, H Rodriguez-Zentner, E Arrue, R Isaacs Beron, A Rodríguez Gonzalez, V Panduro-Correa, D K Cornelio, C E Otiniano Alvarado, V D Caballero Sarabia, X P Vasquez-Ojeda, G Lizzetti-Mendoza, M Niquen-Jimenez, S B Shu-Yip, J L León Palacios, G Borda-Luque, S A Zegarra, E Huamán Egoávil, C Suazo Carmelo, R Castro de la Mata, D Rivas, J Targarona, Y Trujillo, M Olivera Villanueva, A Lahoud-Velaochaga, K Cabillas, W Castañeda, J Colina Casas, J Betalleluz Pallardel, F Camacho Zacarías, E Vélez Segura, D L Cruz Condori, E Huamán, R Ugarte Oscco, C Vergel Cabrera, E Huamán Egoávil, Y T Carpio Colmenares, L A García Barrionuevo, D Cárdenas Ruiz de Castilla, P Mansilla Doria, M R Li Valencia, A Salazar, A Sarmiento, C Díaz, E Morales, E Ore, H Zegarra, J Siccha, M Guardia, M Sandoval, G C Mendiola, M Mimbela, R Diaz-Ruiz, L A Zeta, E Cordova-Calle, H M Nuñez, M R Ortiz-Argomedo, J Caballero-Alvarado, A Salazar-Tantaleán, R Espinoza-Llerena, M Aliaga-Ramos, O Asodisen, E Jabagat, C M Tedoy, R A Ramos, M P J Lopez, K L E Violago, R Aram, P Carlos Santos, R F Filarca, A Carlos, P Santos, R L Filarca, E J Domingo, K J O Khu, M C Lapitan, M D P Sacdalan, M J N Kho, R E Baticulon, S L R Bravo, M A C Cueto, C L Ramos, J R Fuentes, H Sadian, A Gumarao, A Barraquio, E M Cruz, A D Gonzales, J A S Reyes, J A Salud, E G Tancinco, R D Rivera, J A Lim, J C Barcelon, J A Chiu, M I Carballo, P Major, I Gawron, R Jach, F Borges, P Matos Costa, S Henriques, S C Rodrigues, N Gonçalves, A Cabeleira, C Branco, P Serralheiro, R Alves, T Teles, A Lázaro, C Canhoto, J Simões, M Costa, A C Almeida, O Nogueira, A Oliveira, R Athayde Nemésio, M Silva, C Lopes, M J Amaral, A Valente da Costa, R Andrade, R Martins, A Guimarães, P Guerreiro, A Ruivo, C Camacho, M Duque, E Santos, D Breda, J M Oliveira, A L De Oliveira Lopez, S Garrido, M Colino, J De Barros, S Correia, M Rodrigues, P Cardoso, R Martins, J Teixeira, A P Soares, H Morais, R Pereira, T Revez, M I Manso, J C Domingues, P Henriques, R Ribeiro, V I Ribeiro, N Cardoso, S Sousa, G Martins dos Santos, L Carvalho, C Osório, J Antunes, S Lourenço, P Balau, M Godinho, A Pereira, N Silva, A Kam da Silva Andrade, A Pereira Rodrigues, N Borges, J Correia, I Vieira, T Ribeiro, J Catarino, R Correia, F Pais, R Carreira Garcia, R Bento, J Cardoso, M Luis, E Santos, J Henriques, J Patena Forte, J Maciel, J Pinheiro Santos, M Silva, T P Silva, A Branquinho, A Caiado, P Miranda, R Garrido, M Peralta Ferreira, J Ascensão, B Costeira, C Cunha, L Rio Rodrigues, M Sousa Fernandes, P Azevedo, J Ribeiro, I Lourenço, H Gomes, G Mendinhos, A Nobre Pinto, A Ribeiro, C G Gil, C Lima-da-Silva, C Pereira, F Tavares, I Ferraz, J I Almeida, J Marialva, L Lopes, M J M A Costa, M Nunes-Coelho, M J Teixeira, N Machado, J P Alfonso, P Saraiva, R L Silva, R Santos, R Almeida-Reis, T Correia-de-Sá, V Fernandes, J Almeida-Pinto, J P Gonçalves, H Santos-Sousa, S Cavaleiro, A M Leite-Moreira, A Pereira, A Pereira-Neves, C S Faria, J M Monteiro, J Nogueiro, M Sampaio-Alves, M Magalhães Maia, P Vieira, T Pina-Vaz, F Jácome, V Devezas, A Almeida, H Silveira, S Vaz, S Castanheira Rodrigues, D Costa Santos, J V Grilo, A Abreu da Silva, M Claro, A C Deus, R Branquinho, P M D D Santos, B Patrício, A C Vieira Paiva Lopes, J M Mendes, M F Carvalho, C M Oliveira, A Tojal, J Pinto, A Abutaka, A Zarour, M Abdelkareem, S M Ali, M Al Tarakji, R Alfkey, K Mukhtar, I R Wani, R Singh, K Ahmed, N Bouchiba, H Mahdi, S Abdelaziem Mustafa, A Al Ansari, R Drasovean, A Caziuc, E Galliamov, M Agapov, V Kakotkin, E Semina, XXX Kubyshkin, A Kamalov, S K Efetov, V S Kochetkov, T Garmanova, P Tsarkov, I Tulina, S Rodimov, D Markaryan, E Kazachenko, A Yanishev, A Abelevich, A Bazaev, A Kokobelyan, P Zarubenko, A Zakharenko, A Novikova, G Kim, D Shmatov, M Stoliarov, M Kamenskikh, G Nambi, A S Almulhim, T Madkhali, A Alzouhir, A Alissa, E Alameer, M Badedi, A Q Alnami, H Darraj, A Alkhuzaie, F Khadwardi, M Abualjadayel, W Tashkandi, A Farsi, N Malibary, N Trabulsi, S Farsi, A Said Bayazeed, M Nasser, M S Siddiqui, S Al Awwad, A Gudal, A Alasmari, S Alqahtani, S Majrashi, A Mashat, R Al Raddadi, A Alharbi, Y Nasser, H Hamayel, A Alhojaili, R Aljohani, O Sogair, O Alfarhan, A Alzahrani, B Alzomaili, W Tashkandi, M A Azab, M Alotaibi, A Maashi, A Zowgar, M Alsakkaf, M Alnemary, S Khayat, S Felmban, A Almhmadi, M Alqannas, D Cortés Guiral, M Alyami, A Elawad, A Alhefdhi, F Alresaini, W Kurdi, M Tulbah, M Aldakheel, N Alsahan, S Koussayer, H Elsheikh, M Al-qattan, S Alshanafey, A Rafique, N Mahabbat, B Saeed, E Al-Kharashi, K Alsowaina, N Arab, F Aljaber, I Al Hasan, A Alghamdi, F Badahdah, A Alghuliga, F Abdulfattah, F Alanazi, F Albaqami, A Alsuhaibani, A AlFakhri, S Alqasem, N Alajaji, T Nouh, A Bin Nasser, J Alowais, A Alburakan, O Alamri, A Albdah, K Alawi, M Alshalhoub, K ElSanhoury, A Almofarreh, S Ibrahim, H Elshafie, I Osman, T Guzman, H Mutair, A Siddiqui, S Chowdhury, R Alghamdi, S Almutrafi, J Alfaifi, J D’Souza, A Alshitwi, N Alkreedees, M Alramadhan, M Alshehri, A Alzahrani, S Alobaysi, H Badr, A Alshahrani, A Alshehri, M Alrashed, T Altahan, T Alsabahi, R Alhossaini, M Sbaih, Y Alalawi, K Alnwijy, A Al Ayed, S Ghedan, R Alharthi, S Awad, M Sharara, S Abdelrhman, W Althobaiti, L Srbinovic, M Perovic, Z Mikovic, B Nikolic, M Vasiljevic, V Pazin, V Mandic Markovic, D Dimitrijevic, N Zecevic, P Gregoric, D Micic, Z Loncar, K Doklestic, N Ivancevic, V Djukic, D Stojakov, R Ilic, P Savic, N Pijanovic, M Milanovic, M Radosavljevic, T Dejanovic, M Kostic, J Paskas, S Bojic, P Stevanovic, M Djuric, M Kadija, G Tulic, I Glisovic Jovanovic, B Lieske, E Kayombo, I Kruger, M De Kock, A Malan, C Ferreira, H Du Preez, W Mulder, C Noel, S Le Grange, O Lusawana, C Kies, E Steyn, J Janson, J J P Buitendag, K Chu, M Mihalik, R Nel, S Naidoo, C Kloppers, D Nel, E Jonas, H Pickard, M Bernon, N Almgla, S Rayamajhi, W Mugla, G Y Hyman, M Fourtounas, R Moore, A Sánchez Mozo, H Aguado Lopez, A Zárate Pinedo, M Jimenez Toscano, N Alonso de la Fuente, G Mancebo, L Cecchini, M Munarriz, M Cazador Labat, A López Campillo, P Martorell, C A Espinosa, P Caja Vivancos, I Villalabeitia Ateca, M Prieto Calvo, H Marín, P Martin Playa, A Gainza, E J Aragon Achig, A Rodriguez Fraga, I Melchor Corcóstegui, G Mallabiabarrena Ormaechea, J J Garcia Gutierrez, L Barbier, M A Pesántez Peralta, M Jiménez Jiménez, J A Municio Martín, J Gómez Suárez, G García Operé, L A Pascua Gómez, M Oñate Aguirre, A Fernandez-Colorado, M De la Rosa-Estadella, A Gasulla-Rodriguez, M Serrano-Martin, A Peig-Font, S Junca-Marti, M Juarez-Pomes, S Garrido-Ondono, L Blasco-Torres, M Molina-Corbacho, Y Maldonado-Sotoca, A Gasset-Teixidor, J Blasco-Moreu, L Gomez Fernandez, L Cayetano Paniagua, O Izquierdo, D Ventura, J Castellanos, E Ballester Vazquez, A Sanchez Lopez, C Balague Ponz, E M Targarona Soler, S Sanchez Cabús, V Molina Santos, J A Gonzalez Lopez, R Medrano Caviedes, A Moral Duarte, E Espin-Basany, G Pellino, R Blanco-Colino, V Turrado-Rodriguez, A M Lacy, F B de Lacy, X Morales, A Carreras-Castañer, P Torner, M Jornet-Gibert, M Balaguer-Castro, M Renau-Cerrillo, P Camacho-Carrasco, M Vives-Barquiel, B Campuzano-Bitterling, I Gracia, R Pujol-Muncunill, O Martin-Sole, J Rubio-Palau, X Tarrado, L Garcia-Aparicio, I De Haro Jorge, A Martin, J Rojas-Ticona, S Perez-Bertolez, M Cuesta Argos, B Capdevila Vilaro, M Coronas Soucheiron, M Riba Martinez, L Saura Garcia, J Prat Ortells, M Bejarano Serrano, P Parri, C Massaguer, F Vicario, P Palazon Bellver, I Moraleda Gudayol, A Lara, D Escobar, M Arrieta, U Garcia de Cortazar, I Villamor Garcia, A Landaluce-Olavarria, M Gonzalez De Miguel, L Fernández Gómez Cruzado, E Begoña, D Lecumberri, M A Acosta Mérida, A F Yepes Cano, M Estaire Gómez, D Padilla-Valverde, S Sánchez-García, D Sanchez-Pelaez, E Jimenez Higuera, R Picón Rodríguez, à Fernández Camuñas, C Martínez-Pinedo, E P Garcia Santos, V Muñoz-Atienza, A Moreno Pérez, C A López de la Manzanara Cano, B Ugarte-Sierra, F J Ibáñez-Aguirre, U De Andres Olabarria, F J Fernández Pablos, M Durán Ballesteros, A Sanz Larrainzar, V Jiménez Carneros, A Valle Rubio, L Alonso-Lamberti, A Salazar, J García-Quijada, R Leon, J L Rodriguez, J Jimenez Miramón, J M Jover, M B Martín Salamanca, M Assaf, V Pérez Simón, S A Landeo Agüero, N Baeza Pintado, M A Huertas Fernandez, A Carabias, M V Sosa, P Lora-Cumplido, L Lanuza, M Galipienso Eri, J D Garcia Montesino, J Dellonder Frigolé, D Noriego Muñoz, A Navarro-Sánchez, D Enjuto, M Perez Gonzalez, P Díaz Peña, J Gonzalez, M Marqueta De Salas, P Martinez Pascual, L Rodríguez Gómez, R Garcés García, A Ramos Bonilla, N Herrera-Merino, P Fernández Bernabé, E P Cagigal Ortega, I Hernández, E García de Castro Rubio, I Cervera, M Espino Segura-Illa, G Sánchez Aniceto, A M Castaño-Leon, L Jimenez-Roldan, J Delgado Fernandez, A Pérez Núñez, A Lagares, D Garcia Perez, M Santas, I Paredes, O Esteban Sinovas, L Moreno-Gomez, E Rubio, V Vega, A Vivas Lopez, M Labalde Martinez, O García Villar, P M Pelaéz Torres, J Garcia-Borda, E Ferrero Herrero, P Gomez, C Eiriz Fernandez, C Ojeda-Thies, J M Pardo Garcia, M Di Martino, A De la Hoz Rodriguez, J García Septiem, R Maqueda González, L Delgado Búrdalo, A Correa Bonito, E Martin-Perez, J E García Villayzán, B Albi Martin, P Lozano Lominchar, L Martin, M Fernadez, C Rey-Valcarcel, M Tousidonis, L Martin-Albo Caballero, A Lowy, P Alonso Ortuño, E Ayuso Herrera, J Caño Velasco, J Aragon-Chamizo, M D Perez Diaz, O Mateo-Sierra, B Quintana-Villamandos, J M Barrio, M Fanjul, C Sanchez-Perez, M L Fernandez, S Hernandez-Kakauridze, J Rio, D Díaz Pérez, J Serrano González, L Colao García, M Gutierrez Samaniego, M A Hernandez Bartolome, P Galindo Jara, E Esteban Agustí, J Ripollés-Melchor, A Abad-Motos, A Abad-Gurumeta, E Martínez-Hurtado, A Ruiz-Escobar, N Brogly, E Guasch, A Hernandez Gutierrez, J L Bartha Rasero, Y Perez, V Garcia-Pineda, M Gracia, J Siegrist Ridruejo, M D Diestro, J I Sanchez-Mendez, C Marti, M Melendez, E Moreno-Palacios, A Loayza, L Frias, I Zapardiel, I Rubio-Perez, M I Prieto Nieto, J Guevara, A Gegundez Simon, S Gortazar, N Chavarrias, E Alvarez, J Saavedra, P Ramos-Martin, A Urbieta, J Gomez Rivas, C Toribio-Vázquez, A Yebes, M Hernández-García, M Losada, B Diéguez, M García-Conde, A Alonso Poza, L Marquez, R Becerra, M Martin, T Jorgensen, J M Muguerza, J Dziakova, C Sánchez del Pueblo, P Saez Carlin, E Camarero, S Picazo, M J Pizarro, R Avellana, V Catalán, L Lopez Antoñanzas, O Cano, R Anula, R Sanz Lopez, G Sanz Ortega, M Garcia Alonso, A J Torres, E Martin Antona, S Garcia Botella, D Ramos, A G Barranquero, J Ocaña, J Núñez, C Cerro Zaballos, D Crego-Vita, M Huecas-Martinez, M Diez Alonso, F Mendoza-Moreno, C Vera Mansilla, E Ovejero Merino, P Hernandez, A Blazquez Martin, F Ruiz Grande, N Morales Palacios, E Garcia-Loarte Gomez, E Garca Rico, A M Minaya-Bravo, C San Miguel Méndez, A Galvan Pérez, E Gonzalez-Gonzalez, A Robin Valle de Lersundi, E Calcerrada Alises, M A García-Ureña, A Cruz Cidoncha, P Troncoso Pereira, F Alcaide Matas, J M García Pérez, J M Muñoz Vives, A Osorio, C J Gómez Díaz, C A Guariglia, C Soto Montesinos, L Sanchon, M Xicola Martínez, N Guàrdia, P Collera, R Diaz Del Gobbo, R Sanchez Jimenez, R Farre Font, R Flores Clotet, P Calvo Espino, P Guillamot Ruano, J Rey-Biel, L Pingarrón-Martin, I Ruiz Martin, C Moliner Sanchez, M Carrasco-Prats, C Giménez-Francés, M Ruiz-Marín, A J Fernández-López, D García-Escudero, V García-Porcel, R Lax-Pérez, M Sánchez-Robles, M Valero-Soriano, E Medina-Manuel, V García-Soria, E Gurrea-Almela, A Marco-Garrido, J A Martínez-Alonso, F M González-Valverde, P V Fernández-Fernández, C Sánchez-Rodríguez, J Aguilar-Jimenez, M Baeza-Murcia, J L Aguayo-Albasini, T Nicolás-López, F Alconchel, D Fernández Martínez, L Solar-Garcia, L J García Flórez, H Llaquet Bayo, N Pujol-Cano, J J Segura-Sampedro, C Soldevila-Verdeguer, S Jeri-McFarlane, A Gil-Catalan, A Craus-Miguel, L Cruz, P Valente, M Afonso-Garcia, E Ferrer-Inaebnit, A Oseira-Reigosa, L Fernandez-Vega, B Villalonga-Ramirez, F X Gonzalez Argente, I Mora-Guzmán, F J Landete Molina, F J Morera Ocón, E Canelles Corell, M T Gavaldà Pellicé, J R Salinas Peña, P Cavallé Busquets, J Trebol, A B Sánchez-Casado, L Munoz-Bellvis, L E Pérez-Sánchez, V Concepción Martín, A Díaz García, M Vallve-Bernal, A Calvo Rey, G M Prada Hervella, L Dos Santos Carregal, M I Rodriguez Fernandez, M Freijeiro, S El Drubi Vega, A L Picardo, A Cuadrado-Garcia, D Serralta de Colsa, J A Rojo Lopez, F Sanchez Cabezudo Noguera, I Ortega Vazquez, L Garcia-Sancho Tellez, P Mato, J Heras Aznar, J Jimeno Fraile, D Morales-Garcia, M Carrillo-Rivas, E Toledo Martínez, à Pascual, A Senent-Boza, A Sánchez-Arteaga, I Benítez-Linero, F Manresa-Manresa, L Tallón-Aguilar, L Melero-Cortés, M R Fernández-Marín, V M Durán-Muñoz-Cruzado, I Ramallo-Solís, P Beltrán-Miranda, F Pareja-Ciuró, B T Antón-Eguía, F Oliva Mompean, J Gomez-Rosado, J Reguera-Rosal, J Valdes-Hernandez, L Capitan-Morales, M D del Toro Lopez, M Achalandabaso Boira, R Memba Ikuga, M Abellán, R Sales, C Olona, R Jorba, J Hernandez Gutierrez, A Tébar Zamora, J Sancho-Muriel, H Cholewa, M Frasson, J Domenech, A Roselló Añón, M J Sangüesa, D Moro-Valdezate, M Garcés-Albir, F Lopez, J C Bernal-Sprekelsen, J C Catalá Bauset, P Renovell Ferrer, C Martínez Pérez, O Gil-Albarova, J Gilabert Estellés, K Aghababyan, B De Andrés-Asenjo, J Beltrán de Heredia, A Vázquez-Fernández, F J Ortiz de Solorzano-Aurusa, J Trujillo-Díaz, M Ruiz-Soriano, C Jezieniecki, T Gómez-Sanz, H Núñez-Del Barrio, A Romero-De Diego, V García-Virto, H J Aguado, M T Fernández Martín, F J Tejero-Pintor, B Pérez-Saborido, E Choolani Bhojwani, F Acebes García, P Marcos-Santos, AD Bueno Cañones, J Sanchez Gonzalez, M Toledano, M Bailón, D Pacheco Sánchez, M Paniagua Garcia Senorans, R Sanchez-Santos, A Vazquez Melero, D Garcia, E Díez, I Herrero, I M Soeda, M Camuera, M Balluerca, M Sánchez-Rubio, P Paunero Vazquez, A Martinez-German, C Gracia-Roche, I Gascon-Ferrer, V Duque-Mallen, M D C De Miguel-Ardevines, N Sanchez-Fuentes, M S Santero-Ramirez, M Matute-Najarro, M Herrero-Lopez, M Sanchez-Rubio, M Cantalejo-Diaz, M T Gonzalez-Nicolas-Trebol, S Saudi-Moro, U M Jariod-Ferrer, R Rivas, F Rivas, J Escartin, J L Blas Laina, A Nogués, B Cros, I Talal El-Abur, J Garcia Egea, C Yanez, U Jayarajah, S Ravindrakumar, V S D Rodrigo, A Arulanantham, G B K D Bandara, H K S Hamid, E E Ali, A B H Widatalla, I Bakheit, M Awadelkarim, A A Ali Karar, M Saleh, H Taflin, P Myrelid, L Amorim Braz, L Hagander, M Hambraeus, E Omling, M SalÖ, S Arkani, J Freedman, C Montan, E K Lindqvist, P Elbe, R Hultgren, A Älgå, M Nordberg, G Sandblom, M Rutegård, F Holmner, M Sund, N LÖfgren, A Tampakis, O Kollmar, M von Fluee, A Balaphas, C Toso, N Colucci, S G Popeskou, M Gass, A Scheiwiller, J Metzger, E Gialamas, M Chevallay, M Sauvain, O Dwidar, S Y Kiessling, S J Stoeckli, F Mongelli, M Bernasconi, M Di Giuseppe, D Christoforidis, D La Regina, M Arigoni, M Adamina, G Peros, L Guglielmetti, F Solimene, M Giardini, T BÄchler, A S Crugnale, C A Gutschow, M Turina, O Ersen, M A Onan, R Kozan, T Erol, H A Dincer, A Yildiz, N Iflazoglu, O Yalkın, A Isik, V Ozben, E Aytac, Z Aliyeva, E Akaydin, B B Ozmen, B Baca, Y Altinel, F Calikoglu, M Tokocin, N A Hacim, A Akbas, S Meric, T Vartanoglu, H Yigitbas, C Ercetin, G Ercan, I Ozgur, M Keskin, K T Saracoglu, B Cimenoglu, R Demirhan, A Kale, T Simsek, E C Gundogdu, A Abbasov, M Tanal, B Citgez, E Bozkurt, S G Yetkin, M Mihmanli, A Alhamed, S Ergun, A N Sanli, M Velidedeoglu, M F OZcelik, S S Uludag, A K Zengin, S Cebi, F Demirkiran, T Bese, A S Acikgoz, B Kayan, Y Aykanat, D Mutlu, B GÖksoy, Y Kara, M A Bozkurt, A Kocatas, H Öğücü, G Uslu, C Arican, C Tugmen, C Aydin, D Yesilyurt, E K Avci, E Kebapçı, G Kilinc, İ Sert, K Tuncer, M Akalin, M Emiroglu, S Demirli Atici, S Salimoğlu, T Kaya, Y Kirmizi, O C Tatar, E Yüksel, S A Güler, A Yildirim, N Z Utkan, K GÖzal, H KÖken, A Yabas, E Gonullu, F Altintoprak, E Akin, B Kamburoglu, R Capoglu, F Kucuk, H Demir, G Cakmak, N Firat, F Celebi, B Kocer, B Mantoglu, Z Bayhan, E Dikicier, E Colak, G O Kucuk, E Karaman, A Kolusab, O Karaaslan, i Majid, S Alshryda, F Abbas, F M A Abbas, D Mohammed, M A Tahlak, A Yammahi, A A Albaroudi, B Elyafawi, A Saber, H Khansaheb, H Alsaadi, N Alzarooni, M Bekheit, B S Kamera, M Elhusseini, P Sharma, A Ahmeidat, G Gradinariu, W Cymes, A Hannah, G Mignot, S Shaikh, J Agilinko, D Angelou, D Neely, A McCanny, B McAree, A J Baldwin, R West, E Gammeri, A Catton, S Marinos Kouris, J Pereca, J Singh, Z Seymour, R Jones, S Leeson, R Peevor, A K Lala, C Houlden, J Kahiu, N Hossain, S Hosny, P Patel, S Handa, M Kaushal, A Kler, V Reghuram, S Tezas, K Fairhurst, C Yates, S Mitchell, J Bunni, S Richards, R George, S M Lee, J Phull, J Frost, S Burnard, R Crowley, A Airey, K Bevan, R Makin-Taylor, C S Ong, R Callan, O Bloom, F Aljanadi, N Moawad, M Jones, A Gregg, R Jeganathan, M Pachl, B Martin, J E Archer, A Odeh, N Siddaiah, R Singhal, D N Naumann, S Karandikar, A Syed, O N Tucker, R Alam, M Kalkat, J K C Mak, R Kulkarni, N Sharma, P Nankivell, F Tirotta, A Parente, O Breik, A Kisiel, L D Cato, S Saeed, A Bhangu, E Griffiths, A M Pathanki, S Ford, A Desai, M Almond, M Kamal, S Sundar, E Y L Leung, R Kaur, C Brett-Miller, F E Buruiana, G Markose, A De Gea Rico, A Taib, D Myatt, A Sulaiman Khaled, F Younis, A Sultana, M Taggarsi, L Vitone, J Lambert, O P Vaz, i Sarantitis, D Shrestha, S Timbrell, A Shugaba, B Quddus, J Law, M N Bittar, M Creanga, M Elniel, M Youssef, S Ali, S T Qadri, G Brixton, L Findlay, T Klatte, A Majkowska, J Manson, R Potter, V Oktseloglou, F Mosley, M F i De La Cruz Monroy, P Bobak, i Omar, S Ahad, F Langlands, V Brown, M Hashem, L Kennedy, S Jaunoo, E Coomber, O Williams, M Shalaby, H L Rhodes, A Williams, A Ridgway, D Pournaras, E Britton, E Lostis, G K Ambler, H Chu, J Hopkins, J Manara, M Chan, M Doe, R D C Moon, S Lawday, T Jichi, W Singleton, B Main, T Maccabe, C Newton, N S Blencowe, D P Fudulu, D Bhojwani, M Baquedano, M Caputo, F Rapetto, O Flannery, A Hassan, A Coonar, G Aresu, C Smith, D Gearon, J Hogan, i S Pradeep, H Durio Yates, A Peryt, Z M Barrett-Brown, M King, N Ahmadi, D Jenkins, N Moorjani, F Taghavi, F Wells, J Hardie, S Page, F Anazor, S D King, J Luck, S Kazzaz, R Mannion, G D Stewart, J Ramzi, M Mohan, A A Singh, J Ashcroft, O J Baker, P Coughlin, R J Davies, A Z E D Durst, A Abood, A Habeeb, V E Hudson, A Kolias, B Lamb, L Luke, S Mitrasinovic, S Murphy, A W T Ngu, J R O’Neill, S Waseem, K Wong, F Georgiades, P J Hutchinson, X S Tan, J Pushpa-rajah, A Colquhoun, L Masterson, i Abu-Nayla, C Walker, A Balakrishnan, S Rooney, E irune, M H V Byrne, A Durrani, A Simoes, B Eddy, E Streeter, i Ahmed, M Yao, W Wang, A Djouani, J Tait-Bailey, M Thomas, F Hassan, S Kommu, S Chopra, T Richards, A Sethuraman Venkatesan, T Combellack, J Williams, G Tahhan, M Mohammed, M Kornaszewska, V Valtzoglou, i Deglurkar, M Rahman, U Von Oppell, D Mehta, M Koutentakis, S A H Syed Nong Chek, G Hill, C Morris, M Shinkwin, J Torkington, J Cornish, R Houston, S Mannan, F Ayeni, H Tustin, M Bordenave, A Robson, G Dovell, R Preece, P Rolland, B H Miranda, A Sobti, A Khaleel, A Unnithan, K Memon, R R Pala Bhaskar, F Maqboul, F Kamel, A Al-Samaraee, R Madani, L Kumar, P Nisar, S Agrawal, D Vimalachandran, N Manu, N Eardley, E Krishnan, O L Serevina, E Martin, C Smith, A Jones, S Roy Mahapatra, R Clifford, G P Jones, A Gardner, S S Tripathi, M S Greenhalgh, W Matthews, K Mohankumar, i Khawaja, A Palepa, T Doulias, C Gill, N Dunne, D R Sarma, C Godbole, W Carlos, N Tewari, D Jeevan, P Naredla, A Khajuria, H Connolly, S Robertson, C Sweeney, G Di Taranto, S Shanbhag, K Dickson, K McEvoy, J Skillman, M Sait, H Al-Omishy, M Baig, B Heer, A Brown, A Ebrahim, A Alwadiya, A Goyal, A Phillips, A Bhalla, C Demetriou, E Grimley, E Theophilidou, E Ogden, F L Malcolm, G Davies-Jones, J C K Ng, M Mirza, M Hassan, N Elmaleh, P Daliya, S Williams, A Bateman, Z Chia, Y Premakumar, Y Jauhari, Z Koshnow, D Bowen, A Uberai, F Hirri, B M Stubbs, R Crichton, J Sonksen, K Aldridge, C McDonald, J Manickavasagam, K Ragupathy, S Davison, S Dalgleish, N McGrath, R Kanitkar, C J Payne, L Ramsay, C E Ng, T Collier, K Khan, R Evans, C Brennan, D E Henshall, T Drake, E M Harrison, V Zamvar, A Tambyraja, R J E Skipworth, G Linder, R McGregor, P Brennan, J Mayes, L Ross, S Smith, T White, A A B Jamjoom, R Pasricha, K Gallagher, R Swan, H Paterson, Y Maeda, A M F Kwok, A Tsiaousidou, P G Vaughan-Shaw, C Boyle, D Fernando, D Tham, S Leung, A Laird, T Holme, S Abbott, A Razik, S Thrumurthy, J Steinke, M Baker, D Howden, Z Baxter, L Osagie, M Bence, G E Fowler, L Massey, N Rajaretnam, J Evans, J John, A Goubran, N Campain, F D McDermott, J S McGrath, M Ng, J Pascoe, J R A Phillips, i R Daniels, J A’Court, A Konarski, G Faulkner, H Emerson, K Vejsbjerg, L Pearce, W McCormick, A Fisher, K Singisetti, Y Aawsaj, C Barry, O Bajomo, S Rizvi, C Grimes, K Dusu, P Y Tint, A Kirk, V irvine, S Lammy, R O’Kane, L Elliott, G McCabe, D Holroyd, N B Jamieson, A Geddes, J McMahon, J McCaul, M Al-Azzawi, E Aitken, P Glen, L O H Sinan, S Lammy, A Grivas, E J Tilling, O Brown, M Boal, H Dean, S Higgs, S Stanger, H Abdalaziz, J Constable, H ishii, R Preece, G Dovell, R Gopi Reddy, T K Madhuri, A Tailor, M Flavin, D Walker, S Humphries, H Assalaarachchi, T Curl-Roper, E Westwood, C Delimpalta, C C L Liao, V Velchuru, D A Raptis, J M Pollok, N Machairas, B Davidson, G Fusai, F Soggiu, S Xyda, C Hidalgo Salinas, H Tzerbinis, T Pissanou, J Gilliland, S Chowdhury, M Varcada, C Hart, R Mirnezami, J Knowles, N Angamuthu, V Vijay, T Shakir, R Hasan, R Tansey, C Hardie, E Powell-Smith, F Kashora, M H Siddique, A Singh, C Barmpagianni, A Basgaran, A Basha, V Okechukwu, A Bartsch, P Gallagher, A Maqsood, K Sahnan, C A Leo, S E Lewis, H K Ubhi, R Exley, U Khan, P Shah, S Saxena, N Zafar, H Abdul-Jabar, M Patel, A Shabana, A Alanbuki, O Usman, C T Ong, W Butterworth, O Budha Magar, M El Hadi, S Abas, J Annett, E Ross, M Loubani, A Wilkins, H Cao, H Capitelli-McMahon, L Hitchman, H ikram, A Andronic, A Aboelkassem ibrahim, J Totty, J Blanco, R Vanker, M Ghobrial, G Jones, S Kanthasamy, H Fawi, M Awadallah, F Chen, J Cheung, A Moscalu, T Bhuvanakrishna, L Bibby, M Sinclair, M A K Nahid, L Williams, P S Basnyat, A K Shrestha, N K Kumaran, S Sambhwani, N A Sheikh, O M Taylor, i Liew, A Al-Sukaini, S Mediratta, D Saxena, A Sgrò, M M Rashid, K Milne, J Mcintyre, M A Akhtar, A Turnbull, A Brunt, K E Stewart, M S J Wilson, D Rutherford, K McGivern, E Massie, M Ho, R G Wade, J Johnstone, G Bourke, A Brunelli, H Elkadi, M Otify, C Pompili, J R Burke, E Bagouri, M Chowdhury, Z Abual-Rub, A Kaufmann, S Munot, T Lo, A Young, M Kowal, J Wall, A Peckham-Cooper, G R Layton, B Karki, H Jeong, S Pankhania, S Asher, A Folorunso, S Mistry, B Singh, J Winyard, J Mangwani, E J Caruana, A Mohammad, M Acharya, K Chandarana, K Ang, M F Chowdhry, S Rathinam, A Nakas, A Boddy, T Hossain, C Ashmore, S Annamalai, A Kourdouli, E irvine, A Al-Harbawi, K Kassam, A Al-Harbawee, A Miller, M Mair, R Lunevicius, A R G Sheel, M Sundhu, A J A Santini, M S A T Fathelbab, K M A Hussein, Q M Nunes, R P Jones, K Shahzad, i Haq, M M A S Baig, J L Hughes, A Kattakayam, K Rajput, N Misra, S B Shah, A L Clynch, N Georgopoulou, H M Sharples, A A Apampa, i C Nzenwa, A Sud, A Harky, B H Kirmani, M Shackcloth, M D Jenkinson, R Zakaria, T Elmoslemany, C P Millward, R Baron, D Dunne, P Szatmary, A Thomas, F McNicol, S Gahunia, D Sochorova, G E Nita, R McKinney, J Russ, J R Tan, R Harwood, H J Corbett, C Rossborough, B L Skelly, N A Che Bakri, S Nazarian, R Vashisht, L Jiao, Z Jawad, A Y Allan, C Kontovounisios, T Grove, O Warren, M G Fadel, M Chatzikonstantinou, P Sorelli, S Rahman, M Hadjipavlou, C Holbrook, C Chong, D Kufeji, S R Rufai, I C Lloyd, G James, A Chari, A H D Silva, L Stroman, B Challacombe, A Sayasneh, M Najdy, A Bill√®, S Fraser, P Agoston, V Rizzo, J King, R Nath, S McCrindle, G Mehra, K Harrison-Phipps, J Pilling, L Okiror, T Routledge, L Mills, A Wali, K El-Boghdadly, C Fotopoulou, S Saso, M Fehervari, J Ploski, S Ghaem-Maghami, D Spalding, P Rajagopal, M Pai, N Habib, Z Jawad, S Hamrang-Yousefi, L Jiao, S Tayeh, T Chase, L Humphreys, J Ayorinde, A Ghanbari, T Cuming, N Anscomb, R Baldwin-Smith, M Rizk, C Grainger, M Davies, A Surendran, J W Nunoo-Mensah, M Dunstan, P Beak, i Gerogiannis, A Jain, A Menon, B Pramodana, D Choi, H J Marcus, L Webber, R May, R Hutchison, V Luoma, S Ranjit, J Parakh, V Sarodaya, A Daadipour, M Khalifa, K D Bosch, V Bashkirova, L S Dvorkin, V K Kalidindi, J Dudek, T Singhal, S El-Hasani, A De Souza, M Cannoletta, M Rochon, S Bhudia, S Bennett, L Navaratne, M Venn, V Yip, B Kayani, C Sohrabi, H M Kocher, A Minicozzi, A Banerjee, T Sullivan, R Sivaprakasam, A Anzak, K Ghufoor, M A Thaha, C Knowles, F S Ledesma, P Patki, D Popova, P Sadigh, R Ramamoorthy, C Uff, L Attwell, C Tanabalan, M A Goh, J D Jayasinghe, I Leal Silva, B Thakur, M Lebe, M S Thet, F Hughes, R Rahman, O Fuwa, J Sanders, A Oo, T Bueser, M Curtis, S A Stamenkovic, T Abbott, S Anwar, C Sohrabi, K Williams, E Chung, R Hagger, A Karim, A Hainsworth, M Flatman, A Trompeter, C Hing, O Brown, P Tsinaslanidis, M W Benjamin, A Leyte, C Tan, J Smelt, P Vaughan, G Santhirakumaran, i Hunt, M Raza, A Labib, X Luo, A Sudarsanam, A Rolls, O Lyons, S Onida, J Shalhoub, K Sugand, C Park, K M Sarraf, S Erridge, J Kinross, M Denning, S Yalamanchili, A Abuown, M ibrahim, G Martin, D Davenport, S Wheatstone, V Kasivisvanathan, K Kapriniotis, A Elhamshary, S M B imam, N Kalavrezos, D Sinha, M Chand, L Green, N Beech, R McEwen, H Kiconco, S M Andreani, M F Bath, A Sahni, N Judkins, L Rigueros Springford, C Sohrabi, J Bacarese-Hamilton, F G Taylor, P Patki, C Tanabalan, C Parmar, S McCluney, S Shah, R Talwar, K Patel, A Askari, P S Jambulingam, S Shaw, A Maity, C Hatzantonis, J Sagar, S Kudchadkar, N Cirocchi, C H Chan, J Reynolds, M E Alexander, C J Smart, B Jayasankar, D Balasubramaniam, K Abdelsaid, N Mundkur, B Gallagher, J Shah, J Anthoney, O Emmerson, N Stylianides, M Abdalla, K Newton, K Bhatia, R Edmondson, L Abdeh, D Jones, M Zeiton, O ismail, H Naseem, R Advani, S Duff, F Moura, B C Brown, A Khan, P Asaad, B Wadham, i A Aneke, J Collis, H Warburton, A Fell, A Smith, C Halkias, J Evans, S Nikolaou, C English, S Kristinsson, T Oni, N ilahi, K Ballantyne, Z Woodward, R Merh, J Dunning, Y Viswanath, K Freystaetter, J Dixon, J N Hadfield, A Hilley, A Egglestone, B Smith, T Hine, B Keeler, R E Soulsby, A Taylor, E Davies, O Ryska, T Raymond, S Rogers, A Tong, P Hawkin, S Tingle, F Abbadessa, A Sachdeva, B Rai, C D Chan, i McPherson, K Booth, F Mahmoud Ali, S Pandanaboyana, T Grainger, S Nandhra, A Patience, A Rogers, C Roy, T Williams, N Dawe, C McCaffer, J Riches, S Bhattacharya, J Moir, N S Kalson, H Elamin Ahmed, C Mellor, C Saleh, R M Koshy, J Hammond, L Sanderson, S Wahed, A W Phillips, K Ghosh, A Tang, A J Beamish, C Price, D Bosanquet, D Magowan, F Solari, G Williams, H Nassa, L Smith, B Robertson-Smith, A Mahmoud, P Ameerally, J G Finch, C Gnanachandran, i Pop, M Rogers, Y Yousef, i Mohamed, R Woods, H Zahid, G Mundy, M Youssef, L Sreedharan, D Baskaran, i Shaikh, K Seebah, J Reid, D Watts, V Kouritas, D Chrastek, G Maryan, D F Gill, F Khatun, K Gajjar, K Williamson, D Bratt, K Konstantinidi, T Walton, N Burnside, H Weaver, M Hawari, E Addae-Boateng, R A Rollett, M L Collins, M S Tamimy, H Riyat, J Wen, J Neil-Dwyer, H Brewer, D Humes, D Worku, A Chowdhury, O Oyende, C Lewis-Lloyd, A Adiamah, A Koh, J Jackman, R Vohra, A Navarro, J Reilly, A Aujayeb, D Townshend, N McLarty, A Shenfine, K Jackson, C Johnson, D Dass, D Ford, S C Winter, E Belcher, D Stavroulias, F Di Chiara, K Wallwork, A Qureishi, M Lami, S Sravanam, S Mastoridis, K Shah, S Chidambaram, R Smillie, A V Shaw, S Bandyopadhyay, C Cernei, C Bretherton, D Jeyaretna, M Ganau, R J Piper, E Duck, S Brown, C Jelley, S C Tucker, G Bond-Smith, X L Griffin, G D Tebala, N Neal, M Vatish, T M Noton, H Ghattaura, M Maher, H Fu, O B F Risk, H Soleymani Majd, S Sinha, S Shankar, A Aggarwal, H Kharkar, K Lakhoo, C Verberne, S Mastoridis, B Dean, C Luney, R Myatt, M A Williams, J McVeigh, L J Rogers, P L Labib, D Miller, G Minto, N Hope, A Marchbank, K Emslie, P Panahi, B Ho, C Perkins, E Clough, H Roy, I Enemosah, R Campbell, J Natale, K Gohil, M Rela, N Raza, I Biliatis, J Khan, G Thiruchandran, S K C Toh, Y Ahmad, A Allana, C Bellis, O Babawale, Y C Phan, U Lokman, M Ismail, T Koc, A Witek, L Duggleby, S Shamoon, S Stefan, H Clancy, R Chadha, S B Middleton, K Wilmott, C Hayden, C Mclaren, J Sutton, A Whyte, A Belgaumkar, A Day, C Gilbert, B Oyewole, P Narayan, H Dent, A Sandhya, T De Silva, S Waheed, A Day, K Kapoor, A P Belgaumkar, P Narayan, M Fahim, T Gala, R Mithany, R Morgan, M Abdelkarim, S Ibrahim, A Maw, A Asqalan, G Sundaram Venkatesan, S Singh, S Mukherjee, D Ferguson, C Smith, A Mansuri, A Thakrar, L Wickramarachchi, R Cuthbert, S Sivayoganathan, K Chui, E Karam, C Dott, S Shankar, K Madhvani, M Hampton, A P Hormis, M Thomas, L Pearce, D M Fountain, R Laurente, K V Sigamoney, M Dasa, K George, Z Naqui, M Galhoum, C Lipede, A Gabr, A Radhakrishnan, M T Hasan, R Kalenderov, O Pathmanaban, F Colombo, R Chelva, G Branagan, L Longstaff, D Ding, C Barlow, J Foster, J Edwards, A Ward, D Tadross, L Majkowski, C Blundell, S Forlani, R Nair, S Guha, S R Brown, C Steele, C J Kelty, T Newman, M Lee, G Chetty, G Lye, S P Balasubramanian, N Sureshkumar Shah, M Sherif, A Al-mukhtar, E Whitehall, A Giblin, F Wells, A Sharkey, A Adamec, S Madan, B Narice, M Sterrenburg, A Thompson, I Varley, M Stavrakas, O Rominiyi, J Ray, A Adamec, M Crank, A Bacon, Y Al-Tamimi, J Catto, S Saad, N N Abd Kahar, S Sinha, A Sou, D Simpson, E Hamilton, J Blair, S Jallad, J Lord, C Anderson, J El Kafsi, K Logishetty, A Saadya, R Midha, M Ip, H Subbiah Ponniah, T Stockdale, T Bacarese-Hamilton, L Foster, A James, N Anjarwalla, D Marujo Henriques, R Hettige, C Baban, A Tenovici, G Salerno, R Singh, J Lane, H V Colvin, A Badran, A Cadersa, S Williams, A Cumpstey, Z Hamady, R Aftab, F Wensley, J Byrne, V Morrison-Jones, G K Sekhon, H Shields, Z Shakoor, A Yener, T Talbot, A Khan, A Alzetani, R Cresner, B H B Babu, A S D Liyanage, S Newman, I Blake, C Weerasinghe, R Baumber, J Parry, C Menakaya, J I Webb, M Antar, N Modi, R Sofat, J Noel, R Nunn, S Adegbola, F Eriberto, V Sharma, R Tanna, S Lodhia, D Johnson, I Hughes, J Hall, J Rooney, S Chatterji, Y Zhang, R Owen, M Rudic, J Hunt, D Zakai, M Thomas, A Aladeojebi, M Ali, A Gaunt, B Barmayehvar, M Kitchen, M Gowda, F Mansour, M Jarvis, E Halliday, R Lefroy, P Nanjaiah, S Ali, M Kitchen, D J Lin, A D Rajgor, R J Scurrah, C Kang, L J Watson, G Harris, T Royle, Y Cunningham, G James, B Steel, A C O Luk, A J Boulton, M T Khan, G Bakolas, I Ahmed, P Herrod, E Gemmill, H Boyd-Carson, M Jibreel, E Lenzi, T Saafan, D Sapre, Z Li, K Parkins, N Spencer, R Harries, R J Egan, D Motter, C Jenvey, R Mahoney, N Fine, T Minto, A Henry, M Hollyman, C Grieco, C Gemmell, H Whitmore, M S Babar, S Goodrum, R Scott, B Collard, K Lau, E Thomas, A Patel, J Allison, J Bowen, A Dias, B Mahendran, S Gopalswamy, S Patil, L Scott, J Sarveswaran, M Michel, S Ravindran, K Subba, A K Abou-Foul, M Khalefa, F Hossain, T Moores, L Pickering, G Stables, A Doorgakant, V G Thiruvasagam, J Carter, S Reid, R Mohammed, W Marlow, H Ferguson, R Wilkin, C Konstantinou, D Yershov, J Vatish, A Denning, H B Shah, G W V Cross, P Seyed-Safi, Y W Smart, A Kuc, M Al-Yaseen, J Olivier, M Hanna, P Eskander, R Duncan, S Halaseh, R Das, H Wynn Jones, H Divecha, C Whelton, T Board, S Powell, C Magee, K Agarwal, E Mangos, T Nambirajan, R Vidya, G Chauhan, J Kaur, A Burahee, S Bleibleh, N Pigadas, D Snee, S Bhasin, A Crichton, A Habeebullah, A S Bodla, N Yassin, M Mondragon, V Dewan, I Flindall, V Mahendran, A Hanson, E Jenner, J Richards, K Thomas-Fernandez, R Wall, A Alqallaf, A Ben-Sassi, I Mohamed, K Mellor, P Joshi, Y Joshi, R Young, V Miu, K Sheridan, L MacDonald, S Green, L Onos, J J Wong, L Napolitano, M Hemmila, D Amin, S Abramowicz, S M Roser, K A Olson, C Riley, C Heron, T Cardenas, E Leede, M Thornhill, A B Haynes, K McElhinney, S Roward, M D Trust, C E Hill, P G Teixeira, E Etchill, K Stevens, M R Ladd, C Long, J Rose, A Kent, P Yesantharao, D Vervoort, H Jenny, A Gabre-Kidan, A Margalit, L Tsai, H Malapati, L Yesantharao, H Abdou, J Diaz, M Richmond, J Clark, L O’Meara, N Hanna, Y Ying, J Fleming, A Ovaitt, J Gigliotti, A Fuson, Z Cooper, A Salim, S A Hirji, A Brown, C Chung, L Hansen, B U Okafor, V Roxo, C P Raut, J S Jolissaint, D A Mahvi, H Kaafarani, K Breen, B Bankhead-Kendall, O Alser, H Mashbari, G Velmahos, L R Maurer, M El Moheb, A Gaitanidis, L Naar, M A Christensen, C Kapoen, K Langeveld, M El Hechi, A Mokhtari, M H Haqqani, F T Drake, A Goldenberg-Sandau, B Galbreath, C Reinke, S Ross, K Thompson, D Manning, R Perkins, E Eriksson, H Evans, M Masrur, P Giulianotti, E Benedetti, G Chang, J Ourieff, D Dehart, A Dorafshar, T Price, A R Bhama, A Torquati, E Cherullo, R Kennedy, J Myers, K Rubin, V S Ban, S G Aoun, H H Batjer, J Caruso, H Carmichael, C G Velopulos, F L Wright, S Urban, R C McIntyre, T J Schroeppel, E A Hennessy, J Dunn, L Zier, C Burlew, J Coleman, K P Colling, B Hall, H E Rice, E S Hwang, S A Olson, D Moris, R Verma, R Hassan, A Volpe, S Merola, L A O’Banion, J Lilienstein, R Dirks, H Marwan, M Almasri, G Kulkarni, M Mehdi, A Abouassi, M Abdallah, M San Andrés, J Eid, E Aigbivbalu, J Sundaresan, B George, A Ssentongo, P Ssentongo, J S Oh, J Hazelton, J Maines, N Gusani, M Garner, S Horvath, F Zheng, M Ujiki, G Kinnaman, A Meagher, I Sharma, E Holler, K McKenzie, J Chan, K Fretwell, W Nugent III, A Khalil, D Chen, N Post, T Rostkowski, D Brahmbhatt, K Huynh, M L Hibbard, M Schellenberg, R C G Martin, N Bhutiani, E Giorgakis, J Laryea, A Bhavaraju, K Sexton, M Roberts, M Kost, M Kimbrough, L Burdine, K Kalkwarf, R Robertson, A Gosain, L Camp, R Lewit, J P Kronenfeld, E Urrechaga, N Goel, R Rattan, V Hart, M Allen, G Gilna, A Cioci, G Ruiz, M Allen, K Rakoczy, W Pavlis, R Saberi, R Morris, B S Karam, C E M Brathwaite, H Liu, P Petrone, H Hakmi, A H Sohail, G Baltazar, R Heckburn, R M Nygaard, E T Colonna, F W Endorf, M J Hill, A Maiga, B Dennis, J H Levin, M Lallemand, R Choron, G Peck, F Soliman, S Rehman, N Glass, B Juthani, D Deisher, N M Ruzgar, S J Ullrich, M Sion, C Paranjape, M El Moheb, A R Kar, C Gillezeau, J Rapp, E Taioli, B A Miles, N Alpert, D Podolsky, N L Coleman, M P Callahan, I Ganly, L Brown, J R T Monson, A Dehal, A Abbas, A Soliman, B Kim, C Jones, E Dauer, E Renza-Stingone, E Hernandez, E Gokcen, E Kropf, H Sufrin, H Hirsch, H Ross, J Engel, J Sewards, J Diaz, J Poggio, K Sanserino, L Rae, M Philp, M Metro, P McNelis, R Petrov, S Rehman, T Pazionis, B Till, R Lamm, A J Rios-Diaz, F Palazzo, M Rosengart, K Nicholson, M M Carrick, K Rodkey, A Suri, R Callcut, S Nicholson, N Talathoti, D Klaristenfeld, W* Biffl, C Marsh, K Schaffer, A E Berndtson, S Averbachs, T Curry, R Kwan-Feinberg, E Consorti, R Gonzalez, R Grolman, T Liu, O Merzlikin, M K Abel, D Ozgediz, M Boeck, L Z Kornblith, B Nunez-Garcia, B Robinson, P Park, A F Utria, S E Rice-Townsend, P Javid, J Hauptman, K Kieran, D Nehra, A Walters, J Cuschieri, G H Davidson, J Nunez, R Cosker, S Eckhouse, A Choudhry, W Marx, T Jamil, S Seegert, S Al-Embideen, M Quintana, H Jackson, S D Wexner, I Kent, P N Martins, M Alshehari, H Al-Naggar, M Alsayadi, M Alyazidi, S Shream, W Alhaddad, A Maqus, M Abu Hamra’a, R Alsayadi, R Ghannam, S Al-Maqtari, S Masdoos, Y Al-Harazi, H Bajjah, S Al-Ameri, M Aldawbali, G P Gwini, and D Mazingi. 2021. “Machine Learning Risk Prediction of Mortality for Patients Undergoing Surgery with Perioperative SARS-CoV-2 : The COVIDSurg Mortality Score.” BRITISH JOURNAL OF SURGERY 108 (11): 1274–1292. doi:10.1093/bjs/znab183.
Vancouver
1.
COVIDSurg Collaborative [missing], Dajti I, Valenzuela JI, Boccalatte LA, Gemelli NA, Smith DE, et al. Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2 : the COVIDSurg mortality score. BRITISH JOURNAL OF SURGERY. 2021;108(11):1274–92.
IEEE
[1]
[missing] COVIDSurg Collaborative et al., “Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2 : the COVIDSurg mortality score,” BRITISH JOURNAL OF SURGERY, vol. 108, no. 11, pp. 1274–1292, 2021.
@article{8731685,
  abstract     = {{To support the global restart of elective surgery, data from an international prospective cohort study of 8492 patients (69 countries) was analysed using artificial intelligence (machine learning techniques) to develop a predictive score for mortality in surgical patients with SARS-CoV-2. We found that patient rather than operation factors were the best predictors and used these to create the COVIDsurg Mortality Score (https://covidsurgrisk.app). Our data demonstrates that it is safe to restart a wide range of surgical services for selected patients.}},
  author       = {{COVIDSurg Collaborative, [missing] and Dajti, I and Valenzuela, J I and Boccalatte, L A and Gemelli, N A and Smith, D E and Dudi-Venkata, N N and Kroon, H M and Sammour, T and Roberts, M and Mitchell, D and Lah, K and Pearce, A and Morton, A and Dawson, A C and Drane, A and Sharpin, C and Nataraja, R M and Pacilli, M and Cox, D R A and Muralidharan, V and Riddiough, G E and Clarke, E M and Jamel, W and Qin, K R and Pockney, P and Cope, D and Egoroff, N and Lott, N and Putnis, S and De Robles, S and Ang, Z and Mitteregger, M and Uranitsch, S and Stiegler, M and Seitinger, G and Aigner, F and Lumenta, D B and Nischwitz, P S and Richtig, E and Pau, M and Srekl-Filzmaier, P and Eibinger, N and Michelitsch, B and Fediuk, M and Papinutti, A and Seidel, G and Kahn, J and Cohnert, T U and Messner, D and Öfner, F and Presl, J and Varga, M and Weitzendorfer, M and Emmanuel, K and Binder, A D and Zimmermann, M and Holawe, S and Nkenke, E and Grimm, C and Kranawetter, M and Rahman Mitul, A and Islam, N and Karim, S and Komen, N and Putnis, S and De Robles, S and Ang, E and De Praetere, H and Tollens, T and Schols, G and Smets, C and Haenen, L and Quintens, J and Van Belle, K and van Ramshorst, Gabriëlle and Pattyn, P and Desender, L and Martens, T and Van de Putte, D and Lerut, P and Grimonprez, A and Janssen, M and De Smul, G and Wallaert, P and Van den Eynde, J and Oosterlinck, W and Van den Eynde, R and Sermon, A and Boeckxstaens, A and Cordonnier, A and De Coster, J and Jaekers, J and Politis, C and Miserez, M and Duchateau, N and De Gheldere, C and Flamey, N and Pattyn, P and Christiano, A and Guidi, B and Minussi, A L and Castro, S and Okoba, W and Maldonado, F H R and Oliveira, P and Baldasso, T and Santos, L and Gomes, G M A and Buarque, I L and Pol-Fachin, L and Bezerra, T S and Barros, A V and da Silva, A M R and Leite, A L S and Silvestre, D W A and Ferro, C C and Araujo, M S and Lopes, L M and Damasceno, P D and Araujo, D H S and Laporte, G and Salem, M C and Guimaraes-Filho, M A C and Nacif, L and Flumignan, R L G and Nakano, L C U and Kuramoto, D A B and Aidar, A L S and Pereda, M R and Correia, R M and Santos, B C and Carvalho, A A and Amorim, J E and Guedes Neto, H J and Areias, L L and Sousa, A F and Flumignan, C D Q and Lustre, W G and Moreno, D H and Barros, N and Baptista-Silva, J C C and Matos, L L and Kowaski, L P and Kulcsar, M A V and Nunes, K S and Teixeira, M F and Nunes, R L and Ijichi, T R and Kim, N J and Marreiro, A and Muller, B and Barakat Awada, J and Baiocchi, G and Kowalski, L P and Vartanian, J G and Makdissi, F B and Aguiar, S and Marques, N and Carvalho, G B and Marques, T M D M and Abdallah, E A and Zurstrassen, C E and Gross, J L and Zequi, S C and Gonçalves, B T and Santos, S S and Duprat, J P and Coimbra, F J F and Cicco, R and Takeda, F and Cecconello, I and Ribeiro, U and Gatti, A and Oliva, R and Nardi, C and Slavchev, M and Atanasov, B and Belev, N and Dell, A and Bigam, D and Dajani, K and Al Riyami, S and Martin, J and Cheng, D and Yang, H and Fayad, A and Carrier, F M and Amzallag, E and Desroches, J and Ruel, M and Caminsky, N G and Boutros, M and Moon, J and Wong, E G and Vanounou, T and Pelletier, J and Wong, S and Girsowicz, E and Bayne, J and Obrand, D and Gill, H and Steinmetz, O and MacKenzie, K and Lukaszewski, M and Jamjoum, G and Richebé, P and Verdonck, O and Discepola, S and Godin, N and Idrissi, M and Lecluyse, V and Côté, G and Demyttenaere, S and Garfinkle, R and Boutros, M and Kouyoumdjian, A and Boutros, M and Dumitra, S and Moon, J and Wong, E G and Khwaja, K and Luo, L and Lukaszewski, M and Gill, H and Berry, G and Liberman, A S and Girsowicz, E and Bayne, J and Obrand, D and Steinmetz, O and MacKenzie, K and Schmid, S and Spicer, J and Al Farsi, M and Abou-Khalil, J and Couture, E and Mohammadi, S and Tremblay, H and Gagné, N and Bergeron, A and Turgeon, A F and Costerousse, O and Bellemare, D and Babin, C and Blier, C and Wood, M L and Persad, A and Groot, G and Pham, H and D'Aragon, F and Carbonneau, E and Bouchard, M and Masse, M and Pesant, F and Héroux, J and Karanicolas, P and Hallet, J and Nadler, A and Nathens, A and Ko, M and Brar, A and Mayson, K and Kidane, B and Srinathan, S and Escudero, M I and Reyes, J T and Modolo, M M and Ramirez Nieto, P and Sepulveda, R and Bolbarán, A and Molero, A and Ruiz, I and Reyes, G P and Salas, R and Suazo, C and Muñoz, R and Grasset, E and Inzunza, M and Besser, N and Irarrázaval, M J and Jarry, C and Bellolio, F and Romero Manqui, C A and Ruiz Esquide, M and Fuentes, T and Campos, J and Perez Rivera, C J and Cabrera, P A and Pinilla, R E and Guevara, O and Jimenez Ramirez, L J and Velasquez Cuasquen, B G and Herrera Mora, D R and Bonilla, A and Diaz, S and Manrique, E and Facundo, H and Velez Bernal, J L and ángel, J and García, M and Guzmán, L and Lehmann, C and Cervera, S and Trujillo Sanchez, L M and Guevara, R and Valbuena, D and Suarez, L and Jimenez, G and Velandia, A and Vargas, J and Espinosa, J and Rey, S and Mendoza Quevedo, J and Calvache, J A and Orozco-Chamorro, C M and Sánchez-Gómez, T A and Rojas-Tejada, D A and Mihanovic, J and Bakmaz, B and Rakvin, I and Sulen, N and Andabaka, T and Luksic, I and Mamic, M and Martinek, L and Skrovina, M and Žatecký, J and Peteja, M and Kristensen, H Ø and Mekhael, M and Christensen, P and Westh, L and Smith, H and Haugstvedt, A F and JÖnsson, M L and Crespo, A and Batista, S and Rodriguez-Abreu, J and Tactuk, N and Diaz-Delgado, P J and Rivas, R and Sarmiento-Bobadilla, J A and Ashoush, F and Samir Abdelaal, A and Qatora, M S and Elsayed Hewalla, M E and Metwalli, M and Atta, R and Abdelmajeed, A and Abosamak, N E and Sabry, A and Shehata, S and Sallam, I and Amira, G and Sherief, M and Sherif, A and Salem, H and Hamdy, R and Aboulkassem, H and Ghaly, G and Sherif, G and Morsi, A and Abdelrahman, A and Omnia, A and Tawheed, A and El Kassas, M and Omar, W and Abdelsamed, A and Seleim, A and Salem, H and Azzam, A Y and ElFiky, M and Nabil, A and Ibraheem, M and Ghaly, G and ElDeeb, M and Fawzy, M and Hamed, H and Emile, S and Elfallal, A and Elfeki, H and Shalaby, M and Sakr, A and Alrahawy, M and Atif, H and Sakr, A and Soltan, H and Sayed, A K and Salah, A and Atiya, A and Wassim, K and Esmail, E and Khalaf, M and Eldaly, A and Ghoneim, A and Hawila, A and Badr, H and Elhalaby, I and Abdel-bari, M and Elbahnasawy, M and Hamada, M K and Morsy, M S and Hammad, M and Hammad, M and Essa, M and Fayed, M T and Elzoghby, M and Rady, M and Hamad, O and Salman, S and Sarsik, S and Abd-elsalam, S and Gamal Badr, S and El-Masry, Y and Moahmmed, M M H and Hailu, S and Wolde, A and Mengesha, M and Nida, S and Workneh, M and Ahmed, M Y and Fisseha, T and Kassa, D and Zeleke, H and Admasu, A and Laeke, T and Tirsit, A and Gessesse, M and Addissie, A and Bekele, D and Kauppila, J H and Sarjanoja, E and Testelin, S and Dakpé, S and Devauchelle, B and Bettoni, J and Lavagen, N and Schmitt, F and Lemée, J M and Boucher, S and Breheret, R and Kün-Darbois, J D and Kahn, A and Gueutier, A and Bigot, P and Borraccino, B and Lakkis, Z and Doussot, A and Heyd, B and Manfredelli, S and Mathieu, P and Paquette, B and Turco, C and Barrabe, A and Louvrier, A and Moszkowicz, D and Giovinazzo, D and Bretagnol, F and Police, A and Charre, L and Volpin, E and Braham, H and El Arbi, N and Villefranque, V and Bendjemar, L and Girard, E and Abba, J and Trilling, B and Chebaro, A and Lecolle, K and Truant, S and El Amrani, M and Zerbib, P and Pruvot, F R and Mathieu, D and Surmei, E and Mattei, L and Marin, H and Christou, N and Ballouhey, Q and Ferrero, P and Coste Mazeau, P and Tricard, J and Barrat, B and Taibi, A and Usseglio, J and Laloze, J and Salle, H and Fourcade, L and Duchalais, E and Regenet, N and Rigaud, J and Waast, D and Denis, W and Malard, O and Buffenoir, K and Espitalier, F and Ferron, C and Varenne, Y and Crenn, V and De Vergie, S and Cristini, J and Samarut, E and Tzedakis, S and Bouche, P A and Gaujoux, S and Kantor, E and Gossot, D and Seguin-Givelet, A and Fuks, D and Grigoroiu, M and Sanchez Salas, R and Cathelineau, X and Macek, P and Barbé, Y and Rozet, F and Barret, E and Mombet, A and Cathala, N and Brian, E and Zadegan, F and Conso, C and Blanc, T and Broch, A and Sarnacki, S and Ali, L and Bonnard, A and Peycelon, M and Hervieux, E and Clermidi, P and Maisonneuve, E and Aubry, E and Thomin, A and Langlais, T and Passot, G and Glehen, O and Cotte, E and Lifante, J C and De Simone, B and Chouillard, E and Arnaud, A P and Violas, P and Bergeat, D and Merdrignac, A and Arnaud, A P and Scalabre, A and Perotto, L O and Le Roy, B and Haddad, E and Vermersch, S and Ezanno, A C and Barbier, O and Vigouroux, F and Malgras, B and Aime, A and Seeliger, B and Mutter, D and Philouze, G and Pessaux, P and Germain, A and Chanty, H and Ayav, A and Kassir, R and Von Theobald, P and Sauvat, F and O'Connor, J and Mayombo Idiata, M and O'Connor, Z and Tchoba, S and Modabber, A and Winnand, P and HÖlzle, F and Sommer, B and Shiban, E and Wolf, S and Anthuber, M and Sommer, F and Kaemmerer, D and Schreiber, T and Kamphues, C and Lauscher, J C and Schineis, C and Loch, F N and Beyer, K and Nasser, S and Sehouli, J and HÖhn, P and Braumann, C and Reinkemeier, F and Uhl, W and Weitz, J and Bork, U and Welsch, T and Praetorius, C and Korn, S and Distler, M and Fluegen, G and Knoefel, W T and Vay, C and Golcher, H and Grützmann, R and Binder, J and Meister, P and Gallinat, A and Paul, A and Schnitzbauer, A A and Thoenissen, P and El Youzouri, H and Schreckenbach, T and Nguyen, T A and Eberbach, H and Bayer, J and Erdle, B and Sandkamp, R and Nitschke, C and Izbicki, J and Uzunoglu, F G and Koenig, D and Gosau, M and BÖttcher, A and Heuer, A and Klatte, T O and Priemel, M and Betz, C S and Burg, S and MÖckelmann, N and Busch, C J and Bewarder, J and Zeller, N and Smeets, R and Thole, S and Vollkommer, T and Speth, U and Stangenberg, M and Hakami, I and Boeker, C and Mall, J and Schardey, H M and von Ahnen, T and von Ahnen, M and Brunner, U and Tapking, C and Kneser, U and Hirche, C and Jung, M and Kowalewski, K F and Kienle, P and Reissfelder, C and Seyfried, S and Herrle, F and Hardt, J and Galata, C and Birgin, E and Rahbari, N and Vassos, N and Stoleriu, M G and Hatz, R and Albertsmeier, M and BÖrner, N and Lampert, C and Werner, J and Kuehlmann, B and Prantl, L and Brunner, S M and Schlitt, H J and Brennfleck, F and Pfister, K and Oikonomou, K and Reinhard, T and Nowak, K and Ronellenfitsch, U and Kleeff, J and Delank, K S and Michalski, C W and Szabo, G and Widyaningsih, R and Stavrou, G A and Bschorer, R and Mielke, J and Peschel, T and KÖnigsrainer, A and Quante, M and LÖffler, M W and Yurttas, C and Doerner, J and Seiberth, R and Bouchagier, K and Klimopoulos, S and Paspaliari, D and Stylianidis, G and Syllaios, A and Baili, E and Schizas, D and Liakakos, T and Charalabopoulos, A and Zografos, C and Spartalis, E and Manatakis, D K and Tasis, N and Antonopoulou, M I and Xenaki, S and Xynos, E and Chrysos, E and Athanasakis, E and Tsiaousis, J and Lostoridis, E and Tourountzi, P and Tzovaras, G and Tepetes, K and Zacharoulis, D and Baloyiannis, I and Perivoliotis, K and Hajiioannou, J and Korais, C and Gkrinia, E and Skoulakis, C E and Saratziotis, A and Koukoura, O and Symeonidis, D and Diamantis, A and Tsoulfas, G and Christou, C D and Tooulias, A and Papadopoulos, V and Anthoulakis, C and Grimbizis, G and Zouzoulas, D and Tsolakidis Tatsis, D and Christidis, P and Loutzidou, L and Ioannidis, O and Astreidis, I and Antoniou, A and Antoniadis, K and Vachtsevanos, K and Paraskevopoulos, K and Kalaitsidou, I and Alexoudi, V and Stavroglou, A and Mantevas, A and Michailidou, D and Grivas, T and Deligiannidis, D and Politis, S and Barrios Duarte, A and Portilla, A L and Lowey, M J and Recinos, G and Lopez Muralles, I and Siguantay, M A and Estrada, E E and Aguilera-Arévalo, M L and Cojulun, J M and Echeverría-Dávila, G and Marín, C and Icaza de Marín, G C and Novak, Z and Echim, T and Suszták, N and Banky, B and Kembuan, G and Pajan, H and Islam, A A and Rahim, F and Safari, H and Mozafari, M and Brouki Milan, P and Tizmaghz, A and Rezaei Tavirani, M and Hussein, R and Fleming, C and O'Brien, S and Kayyal, M Y and Daly, A and Killeen, S and Corrigan, M and De Marchi, J and Hill, A and Farrell, T and Davis, N F and Kearney, D and Nelson, T and Maguire, P J and Barry, C and Farrell, R and Smith, L A and Mohan, H M and Mehigan, B J and McCormick, P and Larkin, J O and Fahey, B A and Rogers, A and Donlon, N and O'Sullivan, H and Nugent, T and Reynolds, J V and Donohue, C and Shokuhi, P and Ravi, N and Fitzgerald, C and Lennon, P and Timon, C and Kinsella, J and Smith, J and Boyle, T and Alazawi, D and Connolly, E and Butt, W and Croghan, S M and Manecksha, R P and Fearon, N and Winter, D and Heneghan, H and Maguire, D and Gallagher, T and Conlon, K and Kennedy, N and Martin, S and Kennelly, R and Hanly, A and Ng, K C and Fagan, J and Geary, E and Cullinane, C and Hanly, A and Carrington, E and Geraghty, J and McDermott, E and Pritchard, R and McPartland, D and Boland, M and Stafford, A and Maguire, D and Geoghegan, J and Elliott, J A and Ridgway, P F and Gillis, A E and Bass, G A and Neary, P C and O'Riordan, J M and Kavanagh, D O and Reynolds, I S and Conlon, K and Joyce, D P and Boyle, E and Egan, B and Whelan, M and Elkady, R and Tierney, S and Connelly, T M and Earley, H and Umair, M and O'Connell, C and Manecksha, R P and Thomas, A Z and Rice, D and Madden, A and Bashir, Y and Creavin, B and Cullivan, O and Owens, P and Canas-Martinez, A and Murphy, C and Pickett, L and Murphy, B and Mastrosimone, A and Beddy, D and Arumugasamy, M and Allen, M and Aremu, M and McCarthy, C and O’Connor, C and O'Connor, D B and Kent, E and Malone, F and Geary, M and McKevitt, K L and Lowery, A J and Ryan, é J and Aherne, T M and Fowler, A and Hassanin, A and Hogan, A M and Collins, C G and Finnegan, L and Carroll, P A and Kerin, M J and Walsh, S R and Nally, D and Peirce, C and Coffey, J C and Cunningham, R M and Tormey, S and Hardy, N P and Neary, P M and Muallem-Kalmovich, L and Kugler, N and Lavy, R and Zmora, O and Horesh, N and Vergari, R and Mochet, S and Barmasse, R and Usai, A and Morelli, L and Picciariello, A and Papagni, V and Altomare, D F and Colledan, M and Zambelli, M F and Tornese, S and Camillo, A and Rausa, E and Bianco, F and Lucianetti, A and Prucher, G M and Baietti, A M and Ruggiero, F and Maremonti, P and Neri, F and Ricci, S and Biasini, M and Zarabini, A G and Belvedere, A and Bernante, P and Bertoglio, P and Boussedra, S and Brunocilla, E and Cipriani, R and Cisternino, G and De Crescenzo, E and De Iaco, P and Della Gatta, A N and Dondi, G and Frio, F and Jovine, E and Mineo Bianchi, F and Neri, J and Parlanti, D and Perrone, A M and Pezzuto, A P and Pignatti, M and Pilu, G and Pinto, V and Poggioli, G and Ravaioli, M and Rottoli, M and Schiavina, R and Serenari, M and Serra, M and Solli, P and Taffurelli, M and Tanzanu, M and Tesei, M and Violante, T and Zanotti, S and Tonini, V and Sartarelli, L and Cervellera, M and Gori, A and Armatura, G and Scotton, G and Patauner, S and Frena, A and Podda, M and Pisanu, A and Esposito, G and Frongia, F and Abate, E and Laface, L and Casati, M and Schiavo, M and Casiraghi, T and Sammarco, G and Gallo, G and Vescio, G and Fulginiti, S and Scorcia, V and Giannaccare, G and Carnevali, A and Giuffrida, M C and Marano, A and Palagi, S and Di Maria Grimaldi, S and Testa, V and Peluso, C and Borghi, F and Simonato, A and Puppo, A and D'Agruma, M and Chiarpenello, R and Pellegrino, L and Maione, F and Cianflocca, D and Pruiti Ciarello, V and Giraudo, G and Gelarda, E and Dalmasso, E and Abrate, A and Daniele, A and Ciriello, V and Rosato, F and Garnero, A and Leotta, L and Giacometti, M and Zonta, S and Lomiento, D and Taglietti, L and Dester, S and Compagnoni, B and Viotti, F and Cazzaniga, R and Del Giudice, R and Mazzotti, F and Pasini, F and Ugolini, G and Fabbri, N and Feo, C V and Righini, E and Gennari, S and Chiozza, M and Anania, G and Urbani, A and Koleva Radica, M and Carcoforo, P and Portinari, M and Sibilla, M and Anastasi, A and Bartalucci, B and Bellacci, A and Canonico, G and Capezzuoli, L and Di Martino, C and Ipponi, P and Linari, C and Montelatici, M and Nelli, T and Spagni, G and Tirloni, L and Vitali, A and Agostini, C and Alemanno, G and Bartolini, I and Bergamini, C and Bruscino, A and Checcucci, C and De Vincenti, R and Di Bella, A and Fambrini, M and Fortuna, L and Maltinti, G and Muiesan, P and Petraglia, F and Prosperi, P and Ringressi, M N and Risaliti, M and Sorbi, F and Taddei, A and Lizzi, V and Vovola, F and Arminio, A and Cotoia, A and Sarni, A L and Familiari, P and D'Andrea, G and Picotti, V and Bàmbina, F and Fontana, T and Barra, F and Ferrero, S and Gustavino, C and Kratochwila, C and Ferraiolo, A and Costantini, S and Batistotti, P and Aprile, A and Almondo, C and Ball, L and Robba, C and Scabini, S and Pertile, D and Massobrio, A and Soriero, D and D'Ugo, S and Depalma, N and Spampinato, M G and Lippa, L and Gambacciani, C and Santonocito, O S and Aquila, F and Pieri, F and Ballabio, M and Bisagni, P and Longhi, M and Armao, T and Madonini, M and Gagliano, A and Pizzini, P and Costanzi, A and Confalonieri, M and Monteleone, M and Colletti, G and Frattaruolo, C and Mari, G and Spinelli, A and Mercante, G and Spriano, G and Gaino, F and Ferreli, F and De Virgilio, A and Rossi, V and Carvello, M M and Di Candido, F and Kurihara, H and Marrano, E and Torzilli, G and Castoro, C and Carrano, F M and Martinelli, F and Macchi, A and Fiore, M and Pasquali, S and Cioffi, S P B and Baia, M and Abatini, C and Sarre, C and Mosca, A and Biasoni, D and Gronchi, A and Citterio, D and Mazzaferro, V and Cadenelli, P and Gennaro, M and Capizzi, V and Guaglio, M and Sorrentino, L and Bogani, G and Sarpietro, G and Giannini, L and Comini, L V and Rolli, L and Folli, S and Raspagliesi, F and Piazza, C and Cosimelli, M and Salvioni, R and Antonelli, B and Baldari, L and Boni, L and Cassinotti, E and Pignataro, L and Rossi, G and Torretta, S and Beltramini, G A and Gianni', A and Tagliabue, M and De Berardinis, R and Pietrobon, G and Chu, F and Cenciarelli, S and Adamoli, L and Ansarin, M and Fumagalli Romario, U and Mastrilli, F and Mariani, N M and Nicastro, V and Cellerino, P and Colombo, F and Frontali, A and Bondurri, A and Guerci, C and Maffioli, A and Ferrario, L and Candiani, M and Bonavina, G and Ottolina, J and Valsecchi, L and Mortini, P and Gagliardi, F and Piloni, M and Medone, M and Negri, G and Bandiera, A and De Nardi, P and Sileri, P and Carlucci, M and Pelaggi, D and Rosati, R and Vignali, A and Parise, P and Elmore, U and Tamini, N and Nespoli, L C and Rennis, M and Pitoni, L and Chiappetta, M F and Vico, E and Fruscio, R and Grassi, T and Sasia, D and Migliore, M and Gattolin, A and Rimonda, R and Travaglio, E and Olearo, E and Tufo, A and Marra, E and Maida, P and Marte, G and Tammaro, P and Bianco, F and Incollingo, P and Izzo, F and Belli, A and Patrone, R and Albino, V and Leongito, M and Granata, V and Piccirillo, M and Palaia, R and Francone, E and Gentilli, S and Nikaj, H and Fiorini, A and Norcini, C and Chessa, A and Marino, M V and Mirabella, A and Vaccarella, G and Musini, L and Ampollini, L and Bergonzani, M and Varazzani, A and Bellanti, L and Domenichini, M and Rossi, G and Cabrini, E and Fornasari, A and Freyrie, A and Dejana, D O and D'Angelo, G and Bertoli, G and Di Lella, F and Bocchialini, G and Falcioni, M and Lanfranco, D and Poli, T and Giuffrida, M and Annicchiarico, A and Perrone, G and Catena, F and Raffaele, A and De Manzoni Garberini, A and Baldini, E and Conti, L and Ribolla, M and Capelli, P and Isolani, S M and Maniscalco, P and Cauteruccio, M and Ciatti, C and Puma Pagliarello, C and Gattoni, S and Galleano, R and Malerba, M and Ciciliot, M and Farnesi, F and Calabrò, M and Pipitone Federico, N S and Lunghi, E G and Muratore, A and Morelli, L and Di Franco, G and Palmeri, M and Tartaglia, D and Coccolini, F and Chiarugi, M and Simoncini, T and Gadducci, A and Caretto, M and Giannini, A and Perutelli, A and Domenici, L and Garibaldi, S and Capanna, R and Andreani, L and Furbetta, N and Guadagni, S and Bianchini, M and Gianardi, D and Pinotti, E and Montuori, M and Carissimi, F and Baronio, G and Zizzo, M and Castro Ruiz, C and Annessi, V and Montella, M T and Falco, G and Mele, S and Ferrari, G and Mastrofilippo, V and Mandato, V D and Aguzzoli, L and Corbellini, C and Baldi, C and Sampietro, G M and Palini, G M and Zanini, N and Garulli, G and Barone, R and Murgese, A and Mungo, S and Grasso, M and Marafante, C and Birolo, S L and Moggia, E and Caccetta, M and Masciandaro, A and Deirino, A and Garino, M and Gordini, L and Lombardi, C P and Marzi, F and Marra, A A and Ratto, C and Di Muro, M and Litta, F and De Simone, V and Cozza, V and Rosa, F and Agnes, A and Parello, A and Alfieri, S and Sganga, G and Lapolla, P and Mingoli, A and De Toma, G and Fiori, E and La Torre, F and Sapienza, P and Brachini, G and Cirillo, B and Iannone, I and Zambon, M and Chiappini, A and Meneghini, S and Fonsi, G B and Cicerchia, P M and Bruzzaniti, P and Santoro, A and Frati, A and Marruzzo, G and Ribuffo, D and Sagnotta, A and Marino Cosentino, L and Mancini, S and Lisi, G and Spoletini, D and Bellato, V and Campanelli, M and Sica, G and Siragusa, L and Bonavina, L and Asti, E and Bernardi, D and Lovece, A and Perra, T and Porcu, A and Fancellu, A and Feo, C F and Scanu, A M and Tuminello, F and Galleano, R and Franceschi, A and Langone, A and Fleres, F and Spolini, A and Bordoni, P and Franzini, M and Clarizia, G and Grechi, A and Longhini, A and Grossi, U and Novello, S and Zanus, G and Romano, M and Rossi, S and Pirozzolo, G and Recordare, A and Paiella, S and Turri, G and Rattizzato, S and Campagnaro, T and Guglielmi, A and Pedrazzani, C and Ruzzenente, A and Poletto, E and Conci, S and Casetti, L and Fontana, M and Salvia, R and Malleo, G and Esposito, A and Landoni, L and De Pastena, M and Bassi, C and Tuveri, M and Nobile, S and Marchegiani, G and Bortolasi, L and Sambugaro, E and Malavolta, M and Moretto, G and Impellizzeri, H and Inama, M and Barugola, G and Ascari, F and Ruffo, G and Granieri, S and Cotsoglou, C and Berselli, M and Desio, M and Marchionini, V and Cocozza, E and Di Saverio, S and Ietto, G and Iovino, D and Carcano, G and Ayasra, F and Qasem, A and Ayasra, Y and Al-Masri, M and Abou Chaar, M K and Al-Najjar, H and Ghandour, K and Alawneh, F and Abdel Jalil, R and Abdel Al, S and Elayyan, M and Ghanem, R and Lataifeh, I and Alsaraireh, O and Abu Za’nouneh, F J and Fahmawee, T and Ibrahim, A and Obeidat, K and Albader, I and Alabbad, J and Albader, M A S and Bouhuwaish, A and Taher, A S and Omar, M S M and Abdulwahed, E and Biala, M and Morgom, M and A, Elhadi and A, Alarabi and Msherghi, A and F, Elhajdawe and Alsoufi, A and Salamah, A and Salama, H and Bulugma, M and Almabrouk, H and Venskutonis, D and Dainius, E and Kubiliute, E and Bradulskis, S and Parseliunas, A and Kutkevicius, J and Subocius, A and Cheong, Y J and Masood, M S and Ngo, C W and Saravanan, R and Abdul Maei, N and Yanowsky Reyes, G and Orozco Perez, J and Damian, R and Santana Ortiz, R and Colunga Tinajero, C A and Cordera, F and Gómez-Pedraza, A and Maffuz-Aziz, A and Posada, J A and De la Rosa Abaroa, M A and Alvarez, M R and Arrangoiz, R and Hernández, R and Bozada Gutierrez, K and Trejo-Avila, M and Valenzuela-Salazar, C and Herrera-Esquivel, J and Moreno-Portillo, M and Pinto-Angulo, V M and Sosa-Duran, E E and Ziad-Aboharp, H and Jimenez Villanueva, X and Soulé Martínez, C E and Lupián-Angulo, A I and Martínez Zarate, J  J and Reyes Rodriguez, E and Montalvo Dominguez, G and Becerra García, F C and Melchor-Ruan, J and Vilar-Compte, D and Romero-Bañuelos, E and Herrera-Gomez, A and Meneses-Garcia, A and Isla-Ortiz, D and Salcedo-Hernández, R A and Hernández-Nava, J M and Morales-Castelan, J E and Sarre, C and Posadas-Trujillo, O E and Buerba, G A and Alfaro-Goldaracena, A and Pena Gomez-Portugal, E and Lopez-Pena, G and Hinojosa, C A and Mercado, M A and Ramos-De la Medina, A and Martinez, L and Duran, I and Gonzalez, D S and Martinez, M J and Nayen Sainz de la Fuente, A and Miguelena, L and Hernández Miguelena, L and Louraoui, S M and El Azhari, A and Rghioui, M and Khya, E and Ghannam, A and Souadka, A and El Ahmadi, B and Belkhadir, Z H and Majbar, M A and Benkabbou, A and Mohsine, R and Oudrhiri, M Y and Bechri, H and Arkha, Y and El Ouahabi, A and Frima, H and Bachiri, S and Groen, L C and Verhagen, T and ter Brugge, F M and Scheijmans, J C G and Boermeester, M A and Hompes, R and Meima-van Praag, E M and Sharabiany, S and Borgstein, A B J and Gisbertz, S S and van Berge Henegouwen, M I and Gans, S and Van Duijvendijk, P and Herklots, T and De Hoop, T and De Graaff, M R and Sloothaak, D and Bolster-van Eenennaam, M and Baaij, J and Klinkenbijl, J H G and Van Eekeren, R and Spillenaar Bilgen, E J and Van der Burg, S W and Harlaar, N J and Jonker, F H W and Vermaas, M and Voigt, K R and Nellensteijn, D and Bensi, E A B and Posma-Bouman, L and Van Sambeek, M and Holscher, M and Van den den Broek, W T and Kruijff, S H and De Vries, J P P M and Steinkamp, P J and Jonker, P K C and Van der Plas, W Y and Bierman, W and Janssen, Y and Franken, J and Oosterling, S and Boerma, E G and Schweitzer, D and Keulen, M H F and Ketting, S and Wegdam, J A and de Vries Reilingh, T S and Schipper, E and Teeuwen, P H E and Hendriks, E R and Van Geloven, A A W and Emous, M and Poelstra, R and Teunissen, M and Gerritsen, S L and Boerma, D and De Reuver, P R and Thunnissen, F and Vermeulen, B A M and Groen, A and Van Ginhoven, T M and Viëtor, C L and van der Oest, M J W and Vriens, P W H E and Houwen, T and Heisterkamp, J and van Petersen, A S and van der Meij, W and Stevens, C T and Pronk, A and Bakker, W J and Richir, M C and Vriens, M R and Filipe, M D and Uittenbogaart, M and Leclercq, W K G and Sijmons, J M L and Vancoillie, P J and Konsten, J and Van Heinsbergen, M and Dekker, N A M and den Boer, F C and Akinmade, A and Adeyeye, A and Enoch, E and Fayose, S and Okunlola, A I and Adeniyi, A A and Adeyemo, O T and Adebara, I O and Bakare, A and Babalola, O F and Abiyere, O H and Banjo, O O and Olori, S and Akaba, O G and Agida, E T and Abdullahi, I H and Egbuchulem, I K and Olulana, D and Lawal, T A and Ogundoyin, O and Oyelakin, O A and Nwaorgu, O G and Sule, S O and Makwe, C C and Afolabi, B B and Seyi-Olajide, J O and Ademuyiwa, A O and Bode, C O and Atoyebi, O and Elebute, O A and Okunowo, A A and Williams, O M and Eke, N G and Oshodi, O A and Faboya, O M and Adeniran, A S and Omisanjo, O A and Oshodi, Y A and Ogunyemi, A A and Atobatele, K M and Adeyeye, A and Aremu, I and Olasehinde, O and Abdur-Rahman, L and Bello, J and Popoola, A and Sayomi, T O and Raji, H O and Adeleke, N and Lawal, B and Habeeb, O and Agodirin, O and Tolani, M A and Sholadoye, T T and Nwabuoku, S E and Abubakar, M and Risteski, T and Cvetanovska Naunova, V and Jovcheski, L and Lazova, E and Agledahl, I and Breuer, R G and Massoud, J and Waqar, S H and Rashid, I and Ayubi, A and Bhatti, A B H and Younis, M U and Ghouri, A and Ayub, B and Sayyed, R H and Saleem, A and Turk, K and Alvi, A and Abassy, J and Khan, S and Arshad, M and Ahmed, K and Siddiqui, T and Pirzada, A and Kerawala, A A and Jamal, A and Rai, L and Nafees Ahmed, R and Memon, A S and Qureshi, A U and Ayyaz, M and Umar, M and Butt, U and Kashif, M and Khan, W H and Waris Farooka, M and Wasim, T and Talat, N and Tahir, W and Naseem, J and Akbar, A and Afroze, S and Ali, L and Sultan, A and Ali, H B and Janjua, M H and Janjua, A and Asghar, S and Farooq, M S and Sarwar, M Z and Naqi, S A and Gondal, K M and Bukhari, S I and Tariq, M and Javed, S and Yaqoob, E and Ashraf, M and Mahmood, U and Raja Shabbir, K and Abukhalaf, S A and Amro, A and Cabada Lee, J M and Aguilar, A and Rodriguez, E and Castillo, K and Cukier, M and Rodriguez-Zentner, H and Arrue, E and Isaacs Beron, R and Rodríguez Gonzalez, A and Panduro-Correa, V and Cornelio, D K and Otiniano Alvarado, C E and Caballero Sarabia, V D and Vasquez-Ojeda, X P and Lizzetti-Mendoza, G and Niquen-Jimenez, M and Shu-Yip, S B and León Palacios, J L and Borda-Luque, G and Zegarra, S A and Huamán Egoávil, E and Suazo Carmelo, C and Castro de la Mata, R and Rivas, D and Targarona, J and Trujillo, Y and Olivera Villanueva, M and Lahoud-Velaochaga, A and Cabillas, K and Castañeda, W and Colina Casas, J and Betalleluz Pallardel, J and Camacho Zacarías, F and Vélez Segura, E and Cruz Condori, D L and Huamán, E and Ugarte Oscco, R and Vergel Cabrera, C and Huamán Egoávil, E and Carpio Colmenares, Y T and García Barrionuevo, L A and Cárdenas Ruiz de Castilla, D and Mansilla Doria, P and Li Valencia, M R and Salazar, A and Sarmiento, A and Díaz, C and Morales, E and Ore, E and Zegarra, H and Siccha, J and Guardia, M and Sandoval, M and Mendiola, G C and Mimbela, M and Diaz-Ruiz, R and Zeta, L A and Cordova-Calle, E and Nuñez, H M and Ortiz-Argomedo, M R and Caballero-Alvarado, J and Salazar-Tantaleán, A and Espinoza-Llerena, R and Aliaga-Ramos, M and Asodisen, O and Jabagat, E and Tedoy, C M and A Ramos, R and Lopez, M P J and Violago, K L E and Aram, R and Carlos Santos, P and Filarca, R F and Carlos, A and Santos, P and Filarca, R L and Domingo, E J and Khu, K J O and Lapitan, M C and Sacdalan, M D P and Kho, M J N and Baticulon, R E and Bravo, S L R and Cueto, M A C and Ramos, C L and Fuentes, J R and Sadian, H and Gumarao, A and Barraquio, A and Cruz, E M and Gonzales, A D and Reyes, J A S and Salud, J A and Tancinco, E G and Rivera, R D and Lim, J A and Barcelon, J C and Chiu, J A and Carballo, M I and Major, P and Gawron, I and Jach, R and Borges, F and Matos Costa, P and Henriques, S and Rodrigues, S C and Gonçalves, N and Cabeleira, A and Branco, C and Serralheiro, P and Alves, R and Teles, T and Lázaro, A and Canhoto, C and Simões, J and Costa, M and Almeida, A C and Nogueira, O and Oliveira, A and Athayde Nemésio, R and Silva, M and Lopes, C and Amaral, M J and Valente da Costa, A and Andrade, R and Martins, R and Guimarães, A and Guerreiro, P and Ruivo, A and Camacho, C and Duque, M and Santos, E and Breda, D and Oliveira, J M and De Oliveira Lopez, A L and Garrido, S and Colino, M and De Barros, J and Correia, S and Rodrigues, M and Cardoso, P and Martins, R and Teixeira, J and Soares, A P and Morais, H and Pereira, R and Revez, T and Manso, M I and Domingues, J C and Henriques, P and Ribeiro, R and Ribeiro, V I and Cardoso, N and Sousa, S and Martins dos Santos, G and Carvalho, L and Osório, C and Antunes, J and Lourenço, S and Balau, P and Godinho, M and Pereira, A and Silva, N and Kam da Silva Andrade, A and Pereira Rodrigues, A and Borges, N and Correia, J and Vieira, I and Ribeiro, T and Catarino, J and Correia, R and Pais, F and Carreira Garcia, R and Bento, R and Cardoso, J and Luis, M and Santos, E and Henriques, J and Patena Forte, J and Maciel, J and Pinheiro Santos, J and Silva, M and Silva, T P and Branquinho, A and Caiado, A and Miranda, P and Garrido, R and Peralta Ferreira, M and Ascensão, J and Costeira, B and Cunha, C and Rio Rodrigues, L and Sousa Fernandes, M and Azevedo, P and Ribeiro, J and Lourenço, I and Gomes, H and Mendinhos, G and Nobre Pinto, A and Ribeiro, A and Gil, C G and Lima-da-Silva, C and Pereira, C and Tavares, F and Ferraz, I and Almeida, J I and Marialva, J and Lopes, L and Costa, M J M A and Nunes-Coelho, M and Teixeira, M J and Machado, N and Alfonso, J P and Saraiva, P and Silva, R L and Santos, R and Almeida-Reis, R and Correia-de-Sá, T and Fernandes, V and Almeida-Pinto, J and Gonçalves, J P and Santos-Sousa, H and Cavaleiro, S and Leite-Moreira, A M and Pereira, A and Pereira-Neves, A and Faria, C S and Monteiro, J M and Nogueiro, J and Sampaio-Alves, M and Magalhães Maia, M and Vieira, P and Pina-Vaz, T and Jácome, F and Devezas, V and Almeida, A and Silveira, H and Vaz, S and Castanheira Rodrigues, S and Costa Santos, D and Grilo, J V and Abreu da Silva, A and Claro, M and Deus, A C and Branquinho, R and Santos, P M D D and Patrício, B and Vieira Paiva Lopes, A C and Mendes, J M and Carvalho, M F and Oliveira, C M and Tojal, A and Pinto, J and Abutaka, A and Zarour, A and Abdelkareem, M and Ali, S M and Al Tarakji, M and Alfkey, R and Mukhtar, K and Wani, I R and Singh, R and Ahmed, K and Bouchiba, N and Mahdi, H and Abdelaziem Mustafa, S and Al Ansari, A and Drasovean, R and Caziuc, A and Galliamov, E and Agapov, M and Kakotkin, V and Semina, E and Kubyshkin, XXX and Kamalov, A and Efetov, S K and Kochetkov, V S and Garmanova, T and Tsarkov, P and Tulina, I and Rodimov, S and Markaryan, D and Kazachenko, E and Yanishev, A and Abelevich, A and Bazaev, A and Kokobelyan, A and Zarubenko, P and Zakharenko, A and Novikova, A and Kim, G and Shmatov, D and Stoliarov, M and Kamenskikh, M and Nambi, G and Almulhim, A S and Madkhali, T and Alzouhir, A and Alissa, A and Alameer, E and Badedi, M and Alnami, A Q and Darraj, H and Alkhuzaie, A and Khadwardi, F and Abualjadayel, M and Tashkandi, W and Farsi, A and Malibary, N and Trabulsi, N and Farsi, S and Said Bayazeed, A and Nasser, M and Siddiqui, M S and Al Awwad, S and Gudal, A and Alasmari, A and Alqahtani, S and Majrashi, S and Mashat, A and Al Raddadi, R and Alharbi, A and Nasser, Y and Hamayel, H and Alhojaili, A and Aljohani, R and Sogair, O and Alfarhan, O and Alzahrani, A and Alzomaili, B and Tashkandi, W and Azab, M A and Alotaibi, M and Maashi, A and Zowgar, A and Alsakkaf, M and Alnemary, M and Khayat, S and Felmban, S and Almhmadi, A and Alqannas, M and Cortés Guiral, D and Alyami, M and Elawad, A and Alhefdhi, A and Alresaini, F and Kurdi, W and Tulbah, M and Aldakheel, M and Alsahan, N and Koussayer, S and Elsheikh, H and Al-qattan, M and Alshanafey, S and Rafique, A and Mahabbat, N and Saeed, B and Al-Kharashi, E and Alsowaina, K and Arab, N and Aljaber, F and Al Hasan, I and Alghamdi, A and Badahdah, F and Alghuliga, A and Abdulfattah, F and Alanazi, F and Albaqami, F and Alsuhaibani, A and AlFakhri, A and Alqasem, S and Alajaji, N and Nouh, T and Bin Nasser, A and Alowais, J and Alburakan, A and Alamri, O and Albdah, A and Alawi, K and Alshalhoub, M and ElSanhoury, K and Almofarreh, A and Ibrahim, S and Elshafie, H and Osman, I and Guzman, T and Mutair, H and Siddiqui, A and Chowdhury, S and Alghamdi, R and Almutrafi, S and Alfaifi, J and D'Souza, J and Alshitwi, A and Alkreedees, N and Alramadhan, M and Alshehri, M and Alzahrani, A and Alobaysi, S and Badr, H and Alshahrani, A and Alshehri, A and Alrashed, M and Altahan, T and Alsabahi, T and Alhossaini, R and Sbaih, M and Alalawi, Y and Alnwijy, K and Al Ayed, A and Ghedan, S and Alharthi, R and Awad, S and Sharara, M and Abdelrhman, S and Althobaiti, W and Srbinovic, L and Perovic, M and Mikovic, Z and Nikolic, B and Vasiljevic, M and Pazin, V and Mandic Markovic, V and Dimitrijevic, D and Zecevic, N and Gregoric, P and Micic, D and Loncar, Z and Doklestic, K and Ivancevic, N and Djukic, V and Stojakov, D and Ilic, R and Savic, P and Pijanovic, N and Milanovic, M and Radosavljevic, M and Dejanovic, T and Kostic, M and Paskas, J and Bojic, S and Stevanovic, P and Djuric, M and Kadija, M and Tulic, G and Glisovic Jovanovic, I and Lieske, B and Kayombo, E and Kruger, I and De Kock, M and Malan, A and Ferreira, C and Du Preez, H and Mulder, W and Noel, C and Le Grange, S and Lusawana, O and Kies, C and Steyn, E and Janson, J and Buitendag, J J P and Chu, K and Mihalik, M and Nel, R and Naidoo, S and Kloppers, C and Nel, D and Jonas, E and Pickard, H and Bernon, M and Almgla, N and Rayamajhi, S and Mugla, W and Hyman, G Y and Fourtounas, M and Moore, R and Sánchez Mozo, A and Aguado Lopez, H and Zárate Pinedo, A and Jimenez Toscano, M and Alonso de la Fuente, N and Mancebo, G and Cecchini, L and Munarriz, M and Cazador Labat, M and López Campillo, A and Martorell, P and Espinosa, C A and Caja Vivancos, P and Villalabeitia Ateca, I and Prieto Calvo, M and Marín, H and Martin Playa, P and Gainza, A and Aragon Achig, E J and Rodriguez Fraga, A and Melchor Corcóstegui, I and Mallabiabarrena Ormaechea, G and Garcia Gutierrez, J J and Barbier, L and Pesántez Peralta, M A and Jiménez Jiménez, M and Municio Martín, J A and Gómez Suárez, J and García Operé, G and Pascua Gómez, L A and Oñate Aguirre, M and Fernandez-Colorado, A and De la Rosa-Estadella, M and Gasulla-Rodriguez, A and Serrano-Martin, M and Peig-Font, A and Junca-Marti, S and Juarez-Pomes, M and Garrido-Ondono, S and Blasco-Torres, L and Molina-Corbacho, M and Maldonado-Sotoca, Y and Gasset-Teixidor, A and Blasco-Moreu, J and Gomez Fernandez, L and Cayetano Paniagua, L and Izquierdo, O and Ventura, D and Castellanos, J and Ballester Vazquez, E and Sanchez Lopez, A and Balague Ponz, C and Targarona Soler, E M and Sanchez Cabús, S and Molina Santos, V and Gonzalez Lopez, J A and Medrano Caviedes, R and Moral Duarte, A and Espin-Basany, E and Pellino, G and Blanco-Colino, R and Turrado-Rodriguez, V and Lacy, A M and de Lacy, F B and Morales, X and Carreras-Castañer, A and Torner, P and Jornet-Gibert, M and Balaguer-Castro, M and Renau-Cerrillo, M and Camacho-Carrasco, P and Vives-Barquiel, M and Campuzano-Bitterling, B and Gracia, I and Pujol-Muncunill, R and Martin-Sole, O and Rubio-Palau, J and Tarrado, X and Garcia-Aparicio, L and De Haro Jorge, I and Martin, A and Rojas-Ticona, J and Perez-Bertolez, S and Cuesta Argos, M and Capdevila Vilaro, B and Coronas Soucheiron, M and Riba Martinez, M and Saura Garcia, L and Prat Ortells, J and Bejarano Serrano, M and Parri, P and Massaguer, C and Vicario, F and Palazon Bellver, P and Gudayol, I Moraleda and Lara, A and Escobar, D and Arrieta, M and Garcia de Cortazar, U and Villamor Garcia, I and Landaluce-Olavarria, A and Gonzalez De Miguel, M and Fernández Gómez Cruzado, L and Begoña, E and Lecumberri, D and Acosta Mérida, M A and Yepes Cano, A F and Estaire Gómez, M and Padilla-Valverde, D and Sánchez-García, S and Sanchez-Pelaez, D and Jimenez Higuera, E and Picón Rodríguez, R and Fernández Camuñas, à and Martínez-Pinedo, C and Garcia Santos, E P and Muñoz-Atienza, V and Moreno Pérez, A and López de la Manzanara Cano, C A and Ugarte-Sierra, B and Ibáñez-Aguirre, F J and De Andres Olabarria, U and Fernández Pablos, F J and Durán Ballesteros, M and Sanz Larrainzar, A and Jiménez Carneros, V and Valle Rubio, A and Alonso-Lamberti, L and Salazar, A and García-Quijada, J and Leon, R and Rodriguez, J L and Jimenez Miramón, J and Jover, J M and Martín Salamanca, M B and Assaf, M and Pérez Simón, V and Landeo Agüero, S A and Baeza Pintado, N and Huertas Fernandez, M A and Carabias, A and Sosa, M V and Lora-Cumplido, P and Lanuza, L and Galipienso Eri, M and Garcia Montesino, J D and Dellonder Frigolé, J and Noriego Muñoz, D and Navarro-Sánchez, A and Enjuto, D and Perez Gonzalez, M and Díaz Peña, P and Gonzalez, J and Marqueta De Salas, M and Martinez Pascual, P and Rodríguez Gómez, L and Garcés García, R and Ramos Bonilla, A and Herrera-Merino, N and Fernández Bernabé, P and Cagigal Ortega, E P and Hernández, I and García de Castro Rubio, E and Cervera, I and Espino Segura-Illa, M and Sánchez Aniceto, G and Castaño-Leon, A M and Jimenez-Roldan, L and Delgado Fernandez, J and Pérez Núñez, A and Lagares, A and Garcia Perez, D and Santas, M and Paredes, I and Esteban Sinovas, O and Moreno-Gomez, L and Rubio, E and Vega, V and Vivas Lopez, A and Labalde Martinez, M and García Villar, O and Pelaéz Torres, P M and Garcia-Borda, J and Ferrero Herrero, E and Gomez, P and Eiriz Fernandez, C and Ojeda-Thies, C and Pardo Garcia, J M and Di Martino, M and De la Hoz Rodriguez, A and García Septiem, J and Maqueda González, R and Delgado Búrdalo, L and Correa Bonito, A and Martin-Perez, E and García Villayzán, J E and Albi Martin, B and Lozano Lominchar, P and Martin, L and Fernadez, M and Rey-Valcarcel, C and Tousidonis, M and Martin-Albo Caballero, L and Lowy, A and Alonso Ortuño, P and Ayuso Herrera, E and Caño Velasco, J and Aragon-Chamizo, J and Perez Diaz, M D and Mateo-Sierra, O and Quintana-Villamandos, B and Barrio, J M and Fanjul, M and Sanchez-Perez, C and Fernandez, M L and Hernandez-Kakauridze, S and Rio, J and Díaz Pérez, D and Serrano González, J and Colao García, L and Gutierrez Samaniego, M and Hernandez Bartolome, M A and Galindo Jara, P and Esteban Agustí, E and Ripollés-Melchor, J and Abad-Motos, A and Abad-Gurumeta, A and Martínez-Hurtado, E and Ruiz-Escobar, A and Brogly, N and Guasch, E and Hernandez Gutierrez, A and Bartha Rasero, J L and Perez, Y and Garcia-Pineda, V and Gracia, M and Siegrist Ridruejo, J and Diestro, M D and Sanchez-Mendez, J I and Marti, C and Melendez, M and Moreno-Palacios, E and Loayza, A and Frias, L and Zapardiel, I and Rubio-Perez, I and Prieto Nieto, M I and Guevara, J and Gegundez Simon, A and Gortazar, S and Chavarrias, N and Alvarez, E and Saavedra, J and Ramos-Martin, P and Urbieta, A and Gomez Rivas, J and Toribio-Vázquez, C and Yebes, A and Hernández-García, M and Losada, M and Diéguez, B and García-Conde, M and Alonso Poza, A and Marquez, L and Becerra, R and Martin, M and Jorgensen, T and Muguerza, J M and Dziakova, J and Sánchez del Pueblo, C and Saez Carlin, P and Camarero, E and Picazo, S and Pizarro, M J and Avellana, R and Catalán, V and Lopez Antoñanzas, L and Cano, O and Anula, R and Sanz Lopez, R and Sanz Ortega, G and Garcia Alonso, M and Torres, A J and Martin Antona, E and Garcia Botella, S and Ramos, D and Barranquero, A G and Ocaña, J and Núñez, J and Cerro Zaballos, C and Crego-Vita, D and Huecas-Martinez, M and Diez Alonso, M and Mendoza-Moreno, F and Vera Mansilla, C and Ovejero Merino, E and Hernandez, P and Blazquez Martin, A and Ruiz Grande, F and Morales Palacios, N and Garcia-Loarte Gomez, E and Garca Rico, E and Minaya-Bravo, A M and San Miguel Méndez, C and Galvan Pérez, A and Gonzalez-Gonzalez, E and Robin Valle de Lersundi, A and Calcerrada Alises, E and García-Ureña, M A and Cruz Cidoncha, A and Troncoso Pereira, P and Alcaide Matas, F and García Pérez, J M and Muñoz Vives, J M and Osorio, A and Gómez Díaz, C J and Guariglia, C A and Soto Montesinos, C and Sanchon, L and Xicola Martínez, M and Guàrdia, N and Collera, P and Diaz Del Gobbo, R and Sanchez Jimenez, R and Farre Font, R and Flores Clotet, R and Calvo Espino, P and Guillamot Ruano, P and Rey-Biel, J and Pingarrón-Martin, L and Ruiz Martin, I and Moliner Sanchez, C and Carrasco-Prats, M and Giménez-Francés, C and Ruiz-Marín, M and Fernández-López, A J and García-Escudero, D and García-Porcel, V and Lax-Pérez, R and Sánchez-Robles, M and Valero-Soriano, M and Medina-Manuel, E and García-Soria, V and Gurrea-Almela, E and Marco-Garrido, A and Martínez-Alonso, J A and González-Valverde, F M and Fernández-Fernández, P V and Sánchez-Rodríguez, C and Aguilar-Jimenez, J and Baeza-Murcia, M and Aguayo-Albasini, J L and Nicolás-López, T and Alconchel, F and Fernández Martínez, D and Solar-Garcia, L and García Flórez, L J and Llaquet Bayo, H and Pujol-Cano, N and Segura-Sampedro, J J and Soldevila-Verdeguer, C and Jeri-McFarlane, S and Gil-Catalan, A and Craus-Miguel, A and Cruz, L and Valente, P and Afonso-Garcia, M and Ferrer-Inaebnit, E and Oseira-Reigosa, A and Fernandez-Vega, L and Villalonga-Ramirez, B and Gonzalez Argente, F X and Mora-Guzmán, I and Landete Molina, F J and Morera Ocón, F J and Canelles Corell, E and Gavaldà Pellicé, M T and Salinas Peña, J R and Cavallé Busquets, P and Trebol, J and Sánchez-Casado, A B and Munoz-Bellvis, L and Pérez-Sánchez, L E and Concepción Martín, V and Díaz García, A and Vallve-Bernal, M and Calvo Rey, A and Prada Hervella, G M and Dos Santos Carregal, L and Rodriguez Fernandez, M I and Freijeiro, M and El Drubi Vega, S and Picardo, A L and Cuadrado-Garcia, A and Serralta de Colsa, D and Rojo Lopez, J A and Sanchez Cabezudo Noguera, F and Ortega Vazquez, I and Garcia-Sancho Tellez, L and Mato, P and Heras Aznar, J and Jimeno Fraile, J and Morales-Garcia, D and Carrillo-Rivas, M and Toledo Martínez, E and Pascual, à and Senent-Boza, A and Sánchez-Arteaga, A and Benítez-Linero, I and Manresa-Manresa, F and Tallón-Aguilar, L and Melero-Cortés, L and Fernández-Marín, M R and Durán-Muñoz-Cruzado, V M and Ramallo-Solís, I and Beltrán-Miranda, P and Pareja-Ciuró, F and Antón-Eguía, B T and Oliva Mompean, F and Gomez-Rosado, J and Reguera-Rosal, J and Valdes-Hernandez, J and Capitan-Morales, L and del Toro Lopez, M D and Achalandabaso Boira, M and Memba Ikuga, R and Abellán, M and Sales, R and Olona, C and Jorba, R and Hernandez Gutierrez, J and Tébar Zamora, A and Sancho-Muriel, J and Cholewa, H and Frasson, M and Domenech, J and Roselló Añón, A and Sangüesa, M J and Moro-Valdezate, D and Garcés-Albir, M and Lopez, F and Bernal-Sprekelsen, J C and Catalá Bauset, J C and Renovell Ferrer, P and Martínez Pérez, C and Gil-Albarova, O and Gilabert Estellés, J and Aghababyan, K and De Andrés-Asenjo, B and Beltrán de Heredia, J and Vázquez-Fernández, A and Ortiz de Solorzano-Aurusa, F J and Trujillo-Díaz, J and Ruiz-Soriano, M and Jezieniecki, C and Gómez-Sanz, T and Núñez-Del Barrio, H and Romero-De Diego, A and García-Virto, V and Aguado, H J and Fernández Martín, M T and Tejero-Pintor, F J and Pérez-Saborido, B and Choolani Bhojwani, E and Acebes García, F and Marcos-Santos, P and Bueno Cañones, AD and Sanchez Gonzalez, J and Toledano, M and Bailón, M and Pacheco Sánchez, D and Paniagua Garcia Senorans, M and Sanchez-Santos, R and Vazquez Melero, A and Garcia, D and Díez, E and Herrero, I and Soeda, I M and Camuera, M and Balluerca, M and Sánchez-Rubio, M and Paunero Vazquez, P and Martinez-German, A and Gracia-Roche, C and Gascon-Ferrer, I and Duque-Mallen, V and De Miguel-Ardevines, M D C and Sanchez-Fuentes, N and Santero-Ramirez, M S and Matute-Najarro, M and Herrero-Lopez, M and Sanchez-Rubio, M and Cantalejo-Diaz, M and Gonzalez-Nicolas-Trebol, M T and Saudi-Moro, S and Jariod-Ferrer, U M and Rivas, R and Rivas, F and Escartin, J and Blas Laina, J L and Nogués, A and Cros, B and Talal El-Abur, I and Garcia Egea, J and Yanez, C and Jayarajah, U and Ravindrakumar, S and Rodrigo, V S D and Arulanantham, A and Bandara, G B K D and Hamid, H K S and Ali, E E and Widatalla, A B H and Bakheit, I and Awadelkarim, M and Ali Karar, A A and Saleh, M and Taflin, H and Myrelid, P and Amorim Braz, L and Hagander, L and Hambraeus, M and Omling, E and SalÖ, M and Arkani, S and Freedman, J and Montan, C and Lindqvist, E K and Elbe, P and Hultgren, R and Älgå, A and Nordberg, M and Sandblom, G and Rutegård, M and Holmner, F and Sund, M and LÖfgren, N and Tampakis, A and Kollmar, O and von Fluee, M and Balaphas, A and Toso, C and Colucci, N and Popeskou, S G and Gass, M and Scheiwiller, A and Metzger, J and Gialamas, E and Chevallay, M and Sauvain, M and Dwidar, O and Kiessling, S Y and Stoeckli, S J and Mongelli, F and Bernasconi, M and Di Giuseppe, M and Christoforidis, D and La Regina, D and Arigoni, M and Adamina, M and Peros, G and Guglielmetti, L and Solimene, F and Giardini, M and BÄchler, T and Crugnale, A S and Gutschow, C A and Turina, M and Ersen, O and Onan, M A and Kozan, R and Erol, T and Dincer, H A and Yildiz, A and Iflazoglu, N and Yalkın, O and Isik, A and Ozben, V and Aytac, E and Aliyeva, Z and Akaydin, E and Ozmen, B B and Baca, B and Altinel, Y and Calikoglu, F and Tokocin, M and Hacim, N A and Akbas, A and Meric, S and Vartanoglu, T and Yigitbas, H and Ercetin, C and Ercan, G and Ozgur, I and Keskin, M and Saracoglu, K T and Cimenoglu, B and Demirhan, R and Kale, A and Simsek, T and Gundogdu, E C and Abbasov, A and Tanal, M and Citgez, B and Bozkurt, E and Yetkin, S G and Mihmanli, M and Alhamed, A and Ergun, S and Sanli, A N and Velidedeoglu, M and OZcelik, M F and Uludag, S S and Zengin, A K and Cebi, S and Demirkiran, F and Bese, T and Acikgoz, A S and Kayan, B and Aykanat, Y and Mutlu, D and GÖksoy, B and Kara, Y and Bozkurt, M A and Kocatas, A and Öğücü, H and Uslu, G and Arican, C and Tugmen, C and Aydin, C and Yesilyurt, D and Avci, E K and Kebapçı, E and Kilinc, G and Sert, İ and Tuncer, K and Akalin, M and Emiroglu, M and Demirli Atici, S and Salimoğlu, S and Kaya, T and Kirmizi, Y and Tatar, O C and Yüksel, E and Güler, S A and Yildirim, A and Utkan, N Z and GÖzal, K and KÖken, H and Yabas, A and Gonullu, E and Altintoprak, F and Akin, E and Kamburoglu, B and Capoglu, R and Kucuk, F and Demir, H and Cakmak, G and Firat, N and Celebi, F and Kocer, B and Mantoglu, B and Bayhan, Z and Dikicier, E and Colak, E and Kucuk, G O and Karaman, E and Kolusab, A and Karaaslan, O and Majid, i and Alshryda, S and Abbas, F and Abbas, F M A and Mohammed, D and Tahlak, M A and Yammahi, A and Albaroudi, A A and Elyafawi, B and Saber, A and Khansaheb, H and Alsaadi, H and Alzarooni, N and Bekheit, M and Kamera, B S and Elhusseini, M and Sharma, P and Ahmeidat, A and Gradinariu, G and Cymes, W and Hannah, A and Mignot, G and Shaikh, S and Agilinko, J and Angelou, D and Neely, D and McCanny, A and McAree, B and Baldwin, A J and West, R and Gammeri, E and Catton, A and Marinos Kouris, S and Pereca, J and Singh, J and Seymour, Z and Jones, R and Leeson, S and Peevor, R and Lala, A K and Houlden, C and Kahiu, J and Hossain, N and Hosny, S and Patel, P and Handa, S and Kaushal, M and Kler, A and Reghuram, V and Tezas, S and Fairhurst, K and Yates, C and Mitchell, S and Bunni, J and Richards, S and George, R and Lee, S M and Phull, J and Frost, J and Burnard, S and Crowley, R and Airey, A and Bevan, K and Makin-Taylor, R and Ong, C S and Callan, R and Bloom, O and Aljanadi, F and Moawad, N and Jones, M and Gregg, A and Jeganathan, R and Pachl, M and Martin, B and Archer, J E and Odeh, A and Siddaiah, N and Singhal, R and Naumann, D N and Karandikar, S and Syed, A and Tucker, O N and Alam, R and Kalkat, M and Mak, J K C and Kulkarni, R and Sharma, N and Nankivell, P and Tirotta, F and Parente, A and Breik, O and Kisiel, A and Cato, L D and Saeed, S and Bhangu, A and Griffiths, E and Pathanki, A M and Ford, S and Desai, A and Almond, M and Kamal, M and Sundar, S and Leung, E Y L and Kaur, R and Brett-Miller, C and Buruiana, F E and Markose, G and De Gea Rico, A and Taib, A and Myatt, D and Sulaiman Khaled, A and Younis, F and Sultana, A and Taggarsi, M and Vitone, L and Lambert, J and Vaz, O P and Sarantitis, i and Shrestha, D and Timbrell, S and Shugaba, A and Quddus, B and Law, J and Bittar, M N and Creanga, M and Elniel, M and Youssef, M and Ali, S and Qadri, S T and Brixton, G and Findlay, L and Klatte, T and Majkowska, A and Manson, J and Potter, R and Oktseloglou, V and Mosley, F and De La Cruz Monroy, M F i and Bobak, P and Omar, i and Ahad, S and Langlands, F and Brown, V and Hashem, M and Kennedy, L and Jaunoo, S and Coomber, E and Williams, O and Shalaby, M and Rhodes, H L and Williams, A and Ridgway, A and Pournaras, D and Britton, E and Lostis, E and Ambler, G K and Chu, H and Hopkins, J and Manara, J and Chan, M and Doe, M and Moon, R D C and Lawday, S and Jichi, T and Singleton, W and Main, B and Maccabe, T and Newton, C and Blencowe, N S and Fudulu, D P and Bhojwani, D and Baquedano, M and Caputo, M and Rapetto, F and Flannery, O and Hassan, A and Coonar, A and Aresu, G and Smith, C and Gearon, D and Hogan, J and Pradeep, i S and Durio Yates, H and Peryt, A and Barrett-Brown, Z M and King, M and Ahmadi, N and Jenkins, D and Moorjani, N and Taghavi, F and Wells, F and Hardie, J and Page, S and Anazor, F and King, S D and Luck, J and Kazzaz, S and Mannion, R and Stewart, G D and Ramzi, J and Mohan, M and Singh, A A and Ashcroft, J and Baker, O J and Coughlin, P and Davies, R J and Durst, A Z E D and Abood, A and Habeeb, A and Hudson, V E and Kolias, A and Lamb, B and Luke, L and Mitrasinovic, S and Murphy, S and Ngu, A W T and O'Neill, J R and Waseem, S and Wong, K and Georgiades, F and Hutchinson, P J and Tan, X S and Pushpa-rajah, J and Colquhoun, A and Masterson, L and Abu-Nayla, i and Walker, C and Balakrishnan, A and Rooney, S and irune, E and Byrne, M H V and Durrani, A and Simoes, A and Eddy, B and Streeter, E and Ahmed, i and Yao, M and Wang, W and Djouani, A and Tait-Bailey, J and Thomas, M and Hassan, F and Kommu, S and Chopra, S and Richards, T and Sethuraman Venkatesan, A and Combellack, T and Williams, J and Tahhan, G and Mohammed, M and Kornaszewska, M and Valtzoglou, V and Deglurkar, i and Rahman, M and Von Oppell, U and Mehta, D and Koutentakis, M and Syed Nong Chek, S A H and Hill, G and Morris, C and Shinkwin, M and Torkington, J and Cornish, J and Houston, R and Mannan, S and Ayeni, F and Tustin, H and Bordenave, M and Robson, A and Dovell, G and Preece, R and Rolland, P and Miranda, B H and Sobti, A and Khaleel, A and Unnithan, A and Memon, K and Pala Bhaskar, R R and Maqboul, F and Kamel, F and Al-Samaraee, A and Madani, R and Kumar, L and Nisar, P and Agrawal, S and Vimalachandran, D and Manu, N and Eardley, N and Krishnan, E and Serevina, O L and Martin, E and Smith, C and Jones, A and Roy Mahapatra, S and Clifford, R and Jones, G P and Gardner, A and Tripathi, S S and Greenhalgh, M S and Matthews, W and Mohankumar, K and Khawaja, i and Palepa, A and Doulias, T and Gill, C and Dunne, N and Sarma, D R and Godbole, C and Carlos, W and Tewari, N and Jeevan, D and Naredla, P and Khajuria, A and Connolly, H and Robertson, S and Sweeney, C and Di Taranto, G and Shanbhag, S and Dickson, K and McEvoy, K and Skillman, J and Sait, M and Al-Omishy, H and Baig, M and Heer, B and Brown, A and Ebrahim, A and Alwadiya, A and Goyal, A and Phillips, A and Bhalla, A and Demetriou, C and Grimley, E and Theophilidou, E and Ogden, E and Malcolm, F L and Davies-Jones, G and Ng, J C K and Mirza, M and Hassan, M and Elmaleh, N and Daliya, P and Williams, S and Bateman, A and Chia, Z and Premakumar, Y and Jauhari, Y and Koshnow, Z and Bowen, D and Uberai, A and Hirri, F and Stubbs, B M and Crichton, R and Sonksen, J and Aldridge, K and McDonald, C and Manickavasagam, J and Ragupathy, K and Davison, S and Dalgleish, S and McGrath, N and Kanitkar, R and Payne, C J and Ramsay, L and Ng, C E and Collier, T and Khan, K and Evans, R and Brennan, C and Henshall, D E and Drake, T and Harrison, E M and Zamvar, V and Tambyraja, A and Skipworth, R J E and Linder, G and McGregor, R and Brennan, P and Mayes, J and Ross, L and Smith, S and White, T and Jamjoom, A A B and Pasricha, R and Gallagher, K and Swan, R and Paterson, H and Maeda, Y and Kwok, A M F and Tsiaousidou, A and Vaughan-Shaw, P G and Boyle, C and Fernando, D and Tham, D and Leung, S and Laird, A and Holme, T and Abbott, S and Razik, A and Thrumurthy, S and Steinke, J and Baker, M and Howden, D and Baxter, Z and Osagie, L and Bence, M and Fowler, G E and Massey, L and Rajaretnam, N and Evans, J and John, J and Goubran, A and Campain, N and McDermott, F D and McGrath, J S and Ng, M and Pascoe, J and Phillips, J R A and Daniels, i R and A'Court, J and Konarski, A and Faulkner, G and Emerson, H and Vejsbjerg, K and Pearce, L and McCormick, W and Fisher, A and Singisetti, K and Aawsaj, Y and Barry, C and Bajomo, O and Rizvi, S and Grimes, C and Dusu, K and Tint, P Y and Kirk, A and irvine, V and Lammy, S and O'Kane, R and Elliott, L and McCabe, G and Holroyd, D and Jamieson, N B and Geddes, A and McMahon, J and McCaul, J and Al-Azzawi, M and Aitken, E and Glen, P and Sinan, L O H and Lammy, S and Grivas, A and Tilling, E J and Brown, O and Boal, M and Dean, H and Higgs, S and Stanger, S and Abdalaziz, H and Constable, J and ishii, H and Preece, R and Dovell, G and Gopi Reddy, R and Madhuri, T K and Tailor, A and Flavin, M and Walker, D and Humphries, S and Assalaarachchi, H and Curl-Roper, T and Westwood, E and Delimpalta, C and Liao, C C L and Velchuru, V and Raptis, D A and Pollok, J M and Machairas, N and Davidson, B and Fusai, G and Soggiu, F and Xyda, S and Hidalgo Salinas, C and Tzerbinis, H and Pissanou, T and Gilliland, J and Chowdhury, S and Varcada, M and Hart, C and Mirnezami, R and Knowles, J and Angamuthu, N and Vijay, V and Shakir, T and Hasan, R and Tansey, R and Hardie, C and Powell-Smith, E and Kashora, F and Siddique, M H and Singh, A and Barmpagianni, C and Basgaran, A and Basha, A and Okechukwu, V and Bartsch, A and Gallagher, P and Maqsood, A and Sahnan, K and Leo, C A and Lewis, S E and Ubhi, H K and Exley, R and Khan, U and Shah, P and Saxena, S and Zafar, N and Abdul-Jabar, H and Patel, M and Shabana, A and Alanbuki, A and Usman, O and Ong, C T and Butterworth, W and Budha Magar, O and El Hadi, M and Abas, S and Annett, J and Ross, E and Loubani, M and Wilkins, A and Cao, H and Capitelli-McMahon, H and Hitchman, L and ikram, H and Andronic, A and Aboelkassem ibrahim, A and Totty, J and Blanco, J and Vanker, R and Ghobrial, M and Jones, G and Kanthasamy, S and Fawi, H and Awadallah, M and Chen, F and Cheung, J and Moscalu, A and Bhuvanakrishna, T and Bibby, L and Sinclair, M and Nahid, M A K and Williams, L and Basnyat, P S and Shrestha, A K and Kumaran, N K and Sambhwani, S and Sheikh, N A and Taylor, O M and Liew, i and Al-Sukaini, A and Mediratta, S and Saxena, D and Sgrò, A and Rashid, M M and Milne, K and Mcintyre, J and Akhtar, M A and Turnbull, A and Brunt, A and Stewart, K E and Wilson, M S J and Rutherford, D and McGivern, K and Massie, E and Ho, M and Wade, R G and Johnstone, J and Bourke, G and Brunelli, A and Elkadi, H and Otify, M and Pompili, C and Burke, J R and Bagouri, E and Chowdhury, M and Abual-Rub, Z and Kaufmann, A and Munot, S and Lo, T and Young, A and Kowal, M and Wall, J and Peckham-Cooper, A and Layton, G R and Karki, B and Jeong, H and Pankhania, S and Asher, S and Folorunso, A and Mistry, S and Singh, B and Winyard, J and Mangwani, J and Caruana, E J and Mohammad, A and Acharya, M and Chandarana, K and Ang, K and Chowdhry, M F and Rathinam, S and Nakas, A and Boddy, A and Hossain, T and Ashmore, C and Annamalai, S and Kourdouli, A and irvine, E and Al-Harbawi, A and Kassam, K and Al-Harbawee, A and Miller, A and Mair, M and Lunevicius, R and Sheel, A R G and Sundhu, M and Santini, A J A and Fathelbab, M S A T and Hussein, K M A and Nunes, Q M and Jones, R P and Shahzad, K and Haq, i and Baig, M M A S and Hughes, J L and Kattakayam, A and Rajput, K and Misra, N and Shah, S B and Clynch, A L and Georgopoulou, N and Sharples, H M and Apampa, A A and Nzenwa, i C and Sud, A and Harky, A and Kirmani, B H and Shackcloth, M and Jenkinson, M D and Zakaria, R and Elmoslemany, T and Millward, C P and Baron, R and Dunne, D and Szatmary, P and Thomas, A and McNicol, F and Gahunia, S and Sochorova, D and Nita, G E and McKinney, R and Russ, J and Tan, J R and Harwood, R and Corbett, H J and Rossborough, C and Skelly, B L and Che Bakri, N A and Nazarian, S and Vashisht, R and Jiao, L and Jawad, Z and Allan, A Y and Kontovounisios, C and Grove, T and Warren, O and Fadel, M G and Chatzikonstantinou, M and Sorelli, P and Rahman, S and Hadjipavlou, M and Holbrook, C and Chong, C and Kufeji, D and Rufai, S R and Lloyd, I C and James, G and Chari, A and Silva, A H D and Stroman, L and Challacombe, B and Sayasneh, A and Najdy, M and Bill√®, A and Fraser, S and Agoston, P and Rizzo, V and King, J and Nath, R and McCrindle, S and Mehra, G and Harrison-Phipps, K and Pilling, J and Okiror, L and Routledge, T and Mills, L and Wali, A and El-Boghdadly, K and Fotopoulou, C and Saso, S and Fehervari, M and Ploski, J and Ghaem-Maghami, S and Spalding, D and Rajagopal, P and Pai, M and Habib, N and Jawad, Z and Hamrang-Yousefi, S and Jiao, L and Tayeh, S and Chase, T and Humphreys, L and Ayorinde, J and Ghanbari, A and Cuming, T and Anscomb, N and Baldwin-Smith, R and Rizk, M and Grainger, C and Davies, M and Surendran, A and Nunoo-Mensah, J W and Dunstan, M and Beak, P and Gerogiannis, i and Jain, A and Menon, A and Pramodana, B and Choi, D and Marcus, H J and Webber, L and May, R and Hutchison, R and Luoma, V and Ranjit, S and Parakh, J and Sarodaya, V and Daadipour, A and Khalifa, M and Bosch, K D and Bashkirova, V and Dvorkin, L S and Kalidindi, V K and Dudek, J and Singhal, T and El-Hasani, S and De Souza, A and Cannoletta, M and Rochon, M and Bhudia, S and Bennett, S and Navaratne, L and Venn, M and Yip, V and Kayani, B and Sohrabi, C and Kocher, H M and Minicozzi, A and Banerjee, A and Sullivan, T and Sivaprakasam, R and Anzak, A and Ghufoor, K and Thaha, M A and Knowles, C and Ledesma, F S and Patki, P and Popova, D and Sadigh, P and Ramamoorthy, R and Uff, C and Attwell, L and Tanabalan, C and Goh, M A and Jayasinghe, J D and Leal Silva, I and Thakur, B and Lebe, M and Thet, M S and Hughes, F and Rahman, R and Fuwa, O and Sanders, J and Oo, A and Bueser, T and Curtis, M and Stamenkovic, S A and Abbott, T and Anwar, S and Sohrabi, C and Williams, K and Chung, E and Hagger, R and Karim, A and Hainsworth, A and Flatman, M and Trompeter, A and Hing, C and Brown, O and Tsinaslanidis, P and Benjamin, M W and Leyte, A and Tan, C and Smelt, J and Vaughan, P and Santhirakumaran, G and Hunt, i and Raza, M and Labib, A and Luo, X and Sudarsanam, A and Rolls, A and Lyons, O and Onida, S and Shalhoub, J and Sugand, K and Park, C and Sarraf, K M and Erridge, S and Kinross, J and Denning, M and Yalamanchili, S and Abuown, A and ibrahim, M and Martin, G and Davenport, D and Wheatstone, S and Kasivisvanathan, V and Kapriniotis, K and Elhamshary, A and imam, S M B and Kalavrezos, N and Sinha, D and Chand, M and Green, L and Beech, N and McEwen, R and Kiconco, H and Andreani, S M and Bath, M F and Sahni, A and Judkins, N and Rigueros Springford, L and Sohrabi, C and Bacarese-Hamilton, J and Taylor, F G and Patki, P and Tanabalan, C and Parmar, C and McCluney, S and Shah, S and Talwar, R and Patel, K and Askari, A and Jambulingam, P S and Shaw, S and Maity, A and Hatzantonis, C and Sagar, J and Kudchadkar, S and Cirocchi, N and Chan, C H and Reynolds, J and Alexander, M E and Smart, C J and Jayasankar, B and Balasubramaniam, D and Abdelsaid, K and Mundkur, N and Gallagher, B and Shah, J and Anthoney, J and Emmerson, O and Stylianides, N and Abdalla, M and Newton, K and Bhatia, K and Edmondson, R and Abdeh, L and Jones, D and Zeiton, M and ismail, O and Naseem, H and Advani, R and Duff, S and Moura, F and Brown, B C and Khan, A and Asaad, P and Wadham, B and Aneke, i A and Collis, J and Warburton, H and Fell, A and Smith, A and Halkias, C and Evans, J and Nikolaou, S and English, C and Kristinsson, S and Oni, T and ilahi, N and Ballantyne, K and Woodward, Z and Merh, R and Dunning, J and Viswanath, Y and Freystaetter, K and Dixon, J and Hadfield, J N and Hilley, A and Egglestone, A and Smith, B and Hine, T and Keeler, B and Soulsby, R E and Taylor, A and Davies, E and Ryska, O and Raymond, T and Rogers, S and Tong, A and Hawkin, P and Tingle, S and Abbadessa, F and Sachdeva, A and Rai, B and Chan, C D and McPherson, i and Booth, K and Mahmoud Ali, F and Pandanaboyana, S and Grainger, T and Nandhra, S and Patience, A and Rogers, A and Roy, C and Williams, T and Dawe, N and McCaffer, C and Riches, J and Bhattacharya, S and Moir, J and Kalson, N S and Elamin Ahmed, H and Mellor, C and Saleh, C and Koshy, R M and Hammond, J and Sanderson, L and Wahed, S and Phillips, A W and Ghosh, K and Tang, A and Beamish, A J and Price, C and Bosanquet, D and Magowan, D and Solari, F and Williams, G and Nassa, H and Smith, L and Robertson-Smith, B and Mahmoud, A and Ameerally, P and Finch, J G and Gnanachandran, C and Pop, i and Rogers, M and Yousef, Y and Mohamed, i and Woods, R and Zahid, H and Mundy, G and Youssef, M and Sreedharan, L and Baskaran, D and Shaikh, i and Seebah, K and Reid, J and Watts, D and Kouritas, V and Chrastek, D and Maryan, G and Gill, D F and Khatun, F and Gajjar, K and Williamson, K and Bratt, D and Konstantinidi, K and Walton, T and Burnside, N and Weaver, H and Hawari, M and Addae-Boateng, E and Rollett, R A and Collins, M L and Tamimy, M S and Riyat, H and Wen, J and Neil-Dwyer, J and Brewer, H and Humes, D and Worku, D and Chowdhury, A and Oyende, O and Lewis-Lloyd, C and Adiamah, A and Koh, A and Jackman, J and Vohra, R and Navarro, A and Reilly, J and Aujayeb, A and Townshend, D and McLarty, N and Shenfine, A and Jackson, K and Johnson, C and Dass, D and Ford, D and Winter, S C and Belcher, E and Stavroulias, D and Di Chiara, F and Wallwork, K and Qureishi, A and Lami, M and Sravanam, S and Mastoridis, S and Shah, K and Chidambaram, S and Smillie, R and Shaw, A V and Bandyopadhyay, S and Cernei, C and Bretherton, C and Jeyaretna, D and Ganau, M and Piper, R J and Duck, E and Brown, S and Jelley, C and Tucker, S C and Bond-Smith, G and Griffin, X L and Tebala, G D and Neal, N and Vatish, M and Noton, T M and Ghattaura, H and Maher, M and Fu, H and Risk, O B F and Soleymani Majd, H and Sinha, S and Shankar, S and Aggarwal, A and Kharkar, H and Lakhoo, K and Verberne, C and Mastoridis, S and Dean, B and Luney, C and Myatt, R and Williams, M A and McVeigh, J and Rogers, L J and Labib, P L and Miller, D and Minto, G and Hope, N and Marchbank, A and Emslie, K and Panahi, P and Ho, B and Perkins, C and Clough, E and Roy, H and Enemosah, I and Campbell, R and Natale, J and Gohil, K and Rela, M and Raza, N and Biliatis, I and Khan, J and Thiruchandran, G and Toh, S K C and Ahmad, Y and Allana, A and Bellis, C and Babawale, O and Phan, Y C and Lokman, U and Ismail, M and Koc, T and Witek, A and Duggleby, L and Shamoon, S and Stefan, S and Clancy, H and Chadha, R and Middleton, S B and Wilmott, K and Hayden, C and Mclaren, C and Sutton, J and Whyte, A and Belgaumkar, A and Day, A and Gilbert, C and Oyewole, B and Narayan, P and Dent, H and Sandhya, A and De Silva, T and Waheed, S and Day, A and Kapoor, K and Belgaumkar, A P and Narayan, P and Fahim, M and Gala, T and Mithany, R and Morgan, R and Abdelkarim, M and Ibrahim, S and Maw, A and Asqalan, A and Sundaram Venkatesan, G and Singh, S and Mukherjee, S and Ferguson, D and Smith, C and Mansuri, A and Thakrar, A and Wickramarachchi, L and Cuthbert, R and Sivayoganathan, S and Chui, K and Karam, E and Dott, C and Shankar, S and Madhvani, K and Hampton, M and Hormis, A P and Thomas, M and Pearce, L and Fountain, D M and Laurente, R and Sigamoney, K V and Dasa, M and George, K and Naqui, Z and Galhoum, M and Lipede, C and Gabr, A and Radhakrishnan, A and Hasan, M T and Kalenderov, R and Pathmanaban, O and Colombo, F and Chelva, R and Branagan, G and Longstaff, L and Ding, D and Barlow, C and Foster, J and Edwards, J and Ward, A and Tadross, D and Majkowski, L and Blundell, C and Forlani, S and Nair, R and Guha, S and Brown, S R and Steele, C and Kelty, C J and Newman, T and Lee, M and Chetty, G and Lye, G and Balasubramanian, S P and Sureshkumar Shah, N and Sherif, M and Al-mukhtar, A and Whitehall, E and Giblin, A and Wells, F and Sharkey, A and Adamec, A and Madan, S and Narice, B and Sterrenburg, M and Thompson, A and Varley, I and Stavrakas, M and Rominiyi, O and Ray, J and Adamec, A and Crank, M and Bacon, A and Al-Tamimi, Y and Catto, J and Saad, S and Abd Kahar, N N and Sinha, S and Sou, A and Simpson, D and Hamilton, E and Blair, J and Jallad, S and Lord, J and Anderson, C and El Kafsi, J and Logishetty, K and Saadya, A and Midha, R and Ip, M and Subbiah Ponniah, H and Stockdale, T and Bacarese-Hamilton, T and Foster, L and James, A and Anjarwalla, N and Marujo Henriques, D and Hettige, R and Baban, C and Tenovici, A and Salerno, G and Singh, R and Lane, J and Colvin, H V and Badran, A and Cadersa, A and Williams, S and Cumpstey, A and Hamady, Z and Aftab, R and Wensley, F and Byrne, J and Morrison-Jones, V and Sekhon, G K and Shields, H and Shakoor, Z and Yener, A and Talbot, T and Khan, A and Alzetani, A and Cresner, R and Babu, B H B and Liyanage, A S D and Newman, S and Blake, I and Weerasinghe, C and Baumber, R and Parry, J and Menakaya, C and Webb, J I and Antar, M and Modi, N and Sofat, R and Noel, J and Nunn, R and Adegbola, S and Eriberto, F and Sharma, V and Tanna, R and Lodhia, S and Johnson, D and Hughes, I and Hall, J and Rooney, J and Chatterji, S and Zhang, Y and Owen, R and Rudic, M and Hunt, J and Zakai, D and Thomas, M and Aladeojebi, A and Ali, M and Gaunt, A and Barmayehvar, B and Kitchen, M and Gowda, M and Mansour, F and Jarvis, M and Halliday, E and Lefroy, R and Nanjaiah, P and Ali, S and Kitchen, M and Lin, D J and Rajgor, A D and Scurrah, R J and Kang, C and Watson, L J and Harris, G and Royle, T and Cunningham, Y and James, G and Steel, B and Luk, A C O and Boulton, A J and Khan, M T and Bakolas, G and Ahmed, I and Herrod, P and Gemmill, E and Boyd-Carson, H and Jibreel, M and Lenzi, E and Saafan, T and Sapre, D and Li, Z and Parkins, K and Spencer, N and Harries, R and Egan, R J and Motter, D and Jenvey, C and Mahoney, R and Fine, N and Minto, T and Henry, A and Hollyman, M and Grieco, C and Gemmell, C and Whitmore, H and Babar, M S and Goodrum, S and Scott, R and Collard, B and Lau, K and Thomas, E and Patel, A and Allison, J and Bowen, J and Dias, A and Mahendran, B and Gopalswamy, S and Patil, S and Scott, L and Sarveswaran, J and Michel, M and Ravindran, S and Subba, K and Abou-Foul, A K and Khalefa, M and Hossain, F and Moores, T and Pickering, L and Stables, G and Doorgakant, A and Thiruvasagam, V G and Carter, J and Reid, S and Mohammed, R and Marlow, W and Ferguson, H and Wilkin, R and Konstantinou, C and Yershov, D and Vatish, J and Denning, A and Shah, H B and Cross, G W V and Seyed-Safi, P and Smart, Y W and Kuc, A and Al-Yaseen, M and Olivier, J and Hanna, M and Eskander, P and Duncan, R and Halaseh, S and Das, R and Wynn Jones, H and Divecha, H and Whelton, C and Board, T and Powell, S and Magee, C and Agarwal, K and Mangos, E and Nambirajan, T and Vidya, R and Chauhan, G and Kaur, J and Burahee, A and Bleibleh, S and Pigadas, N and Snee, D and Bhasin, S and Crichton, A and Habeebullah, A and Bodla, A S and Yassin, N and Mondragon, M and Dewan, V and Flindall, I and Mahendran, V and Hanson, A and Jenner, E and Richards, J and Thomas-Fernandez, K and Wall, R and Alqallaf, A and Ben-Sassi, A and Mohamed, I and Mellor, K and Joshi, P and Joshi, Y and Young, R and Miu, V and Sheridan, K and MacDonald, L and Green, S and Onos, L and Wong, J J and Napolitano, L and Hemmila, M and Amin, D and Abramowicz, S and Roser, S M and Olson, K A and Riley, C and Heron, C and Cardenas, T and Leede, E and Thornhill, M and Haynes, A B and McElhinney, K and Roward, S and Trust, M D and Hill, C E and Teixeira, P G and Etchill, E and Stevens, K and Ladd, M R and Long, C and Rose, J and Kent, A and Yesantharao, P and Vervoort, D and Jenny, H and Gabre-Kidan, A and Margalit, A and Tsai, L and Malapati, H and Yesantharao, L and Abdou, H and Diaz, J and Richmond, M and Clark, J and O'Meara, L and Hanna, N and Ying, Y and Fleming, J and Ovaitt, A and Gigliotti, J and Fuson, A and Cooper, Z and Salim, A and Hirji, S A and Brown, A and Chung, C and Hansen, L and Okafor, B U and Roxo, V and Raut, C P and Jolissaint, J S and Mahvi, D A and Kaafarani, H and Breen, K and Bankhead-Kendall, B and Alser, O and Mashbari, H and Velmahos, G and Maurer, L R and El Moheb, M and Gaitanidis, A and Naar, L and Christensen, M A and Kapoen, C and Langeveld, K and El Hechi, M and Mokhtari, A and Haqqani, M H and Drake, F T and Goldenberg-Sandau, A and Galbreath, B and Reinke, C and Ross, S and Thompson, K and Manning, D and Perkins, R and Eriksson, E and Evans, H and Masrur, M and Giulianotti, P and Benedetti, E and Chang, G and Ourieff, J and Dehart, D and Dorafshar, A and Price, T and Bhama, A R and Torquati, A and Cherullo, E and Kennedy, R and Myers, J and Rubin, K and Ban, V S and Aoun, S G and Batjer, H H and Caruso, J and Carmichael, H and Velopulos, C G and Wright, F L and Urban, S and McIntyre, R C and Schroeppel, T J and Hennessy, E A and Dunn, J and Zier, L and Burlew, C and Coleman, J and Colling, K P and Hall, B and Rice, H E and Hwang, E S and Olson, S A and Moris, D and Verma, R and Hassan, R and Volpe, A and Merola, S and O'Banion, L A and Lilienstein, J and Dirks, R and Marwan, H and Almasri, M and Kulkarni, G and Mehdi, M and Abouassi, A and Abdallah, M and San Andrés, M and Eid, J and Aigbivbalu, E and Sundaresan, J and George, B and Ssentongo, A and Ssentongo, P and Oh, J S and Hazelton, J and Maines, J and Gusani, N and Garner, M and Horvath, S and Zheng, F and Ujiki, M and Kinnaman, G and Meagher, A and Sharma, I and Holler, E and McKenzie, K and Chan, J and Fretwell, K and Nugent III, W and Khalil, A and Chen, D and Post, N and Rostkowski, T and Brahmbhatt, D and Huynh, K and Hibbard, M L and Schellenberg, M and Martin, R C G and Bhutiani, N and Giorgakis, E and Laryea, J and Bhavaraju, A and Sexton, K and Roberts, M and Kost, M and Kimbrough, M and Burdine, L and Kalkwarf, K and Robertson, R and Gosain, A and Camp, L and Lewit, R and Kronenfeld, J P and Urrechaga, E and Goel, N and Rattan, R and Hart, V and Allen, M and Gilna, G and Cioci, A and Ruiz, G and Allen, M and Rakoczy, K and Pavlis, W and Saberi, R and Morris, R and Karam, B S and Brathwaite, C E M and Liu, H and Petrone, P and Hakmi, H and Sohail, A H and Baltazar, G and Heckburn, R and Nygaard, R M and Colonna, E T and Endorf, F W and Hill, M J and Maiga, A and Dennis, B and Levin, J H and Lallemand, M and Choron, R and Peck, G and Soliman, F and Rehman, S and Glass, N and Juthani, B and Deisher, D and Ruzgar, N M and Ullrich, S J and Sion, M and Paranjape, C and El Moheb, M and Kar, A R and Gillezeau, C and Rapp, J and Taioli, E and Miles, B A and Alpert, N and Podolsky, D and Coleman, N L and Callahan, M P and Ganly, I and Brown, L and Monson, J R T and Dehal, A and Abbas, A and Soliman, A and Kim, B and Jones, C and Dauer, E and Renza-Stingone, E and Hernandez, E and Gokcen, E and Kropf, E and Sufrin, H and Hirsch, H and Ross, H and Engel, J and Sewards, J and Diaz, J and Poggio, J and Sanserino, K and Rae, L and Philp, M and Metro, M and McNelis, P and Petrov, R and Rehman, S and Pazionis, T and Till, B and Lamm, R and Rios-Diaz, A J and Palazzo, F and Rosengart, M and Nicholson, K and Carrick, M M and Rodkey, K and Suri, A and Callcut, R and Nicholson, S and Talathoti, N and Klaristenfeld, D and Biffl, W* and Marsh, C and Schaffer, K and Berndtson, A E and Averbachs, S and Curry, T and Kwan-Feinberg, R and Consorti, E and Gonzalez, R and Grolman, R and Liu, T and Merzlikin, O and Abel, M K and Ozgediz, D and Boeck, M and Kornblith, L Z and Nunez-Garcia, B and Robinson, B and Park, P and Utria, A F and Rice-Townsend, S E and Javid, P and Hauptman, J and Kieran, K and Nehra, D and Walters, A and Cuschieri, J and Davidson, G H and Nunez, J and Cosker, R and Eckhouse, S and Choudhry, A and Marx, W and Jamil, T and Seegert, S and Al-Embideen, S and Quintana, M and Jackson, H and Wexner, S D and Kent, I and Martins, P N and Alshehari, M and Al-Naggar, H and Alsayadi, M and Alyazidi, M and Shream, S and Alhaddad, W and Maqus, A and Abu Hamra'a, M and Alsayadi, R and Ghannam, R and Al-Maqtari, S and Masdoos, S and Al-Harazi, Y and Bajjah, H and Al-Ameri, S and Aldawbali, M and Gwini, G P and Mazingi, D}},
  issn         = {{0007-1323}},
  journal      = {{BRITISH JOURNAL OF SURGERY}},
  keywords     = {{Surgery}},
  language     = {{eng}},
  number       = {{11}},
  pages        = {{1274--1292}},
  title        = {{Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2 : the COVIDSurg mortality score}},
  url          = {{http://doi.org/10.1093/bjs/znab183}},
  volume       = {{108}},
  year         = {{2021}},
}
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