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- 2024
- Birth outcomes of twins after multifetal pregnancy reduction compared with primary twins (2024) AMERICAN JOURNAL OF OBSTETRICS & GYNECOLOGY MFM. 6(1).
- Dealing with time‐dependent exposures and confounding when defining and estimating attributable fractions : revisiting estimands and estimators (2024) STATISTICS IN MEDICINE. 43(5). p.912-934
- A novel day-ahead regional and probabilistic wind power forecasting framework using deep CNNs and conformalized regression forests (2024) Applied Energy. 361.
- Factors related to police reporting in sexual assault care centers : are we underestimating the role of support persons? (2024) VIOLENCE AGAINST WOMEN.
- BioLORD-2023: semantic textual representations fusing large language models and clinical knowledge graph insights (2024) JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION.
- Learning to Reuse Distractors to Support Multiple-Choice Question Generation in Education (2024) IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES. 17. p.375-390
- Adaptive Second Language Tutoring Using Generative AI and a Social Robot (2024) Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction.
- Benchmarking whole knowledge graph embedding techniques (2024) INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING. 34(1). p.163-184
- Time-dependent complexity characterisation of activity patterns in patients with Chronic Fatigue Syndrome (2024) BIOPSYCHOSOCIAL MEDICINE. 18.
- Acoustic and prosodic speech features reflect physiological stress but not isolated negative affect : a multi-paradigm study on psychosocial stressors (2024) SCIENTIFIC REPORTS. 14.
- Unlocking the potential of smartphone and ambient sensors for ADL detection (2024) SCIENTIFIC REPORTS. 14(1).
- Towards grounded and robust task-oriented dialogue systems (2024)
- Patients with chronic cluster headache may show reduced activity energy expenditure on ambulatory wrist actigraphy recordings during daytime attacks (2024) BRAIN AND BEHAVIOR. 14(1).
- EmoTwiCS : a corpus for modelling emotion trajectories in Dutch customer service dialogues on Twitter (2024) LANGUAGE RESOURCES AND EVALUATION.
- Language model adaptation with applications in artificial intelligence for education (2024)
- Few-shot out-of-scope intent classification: analyzing the robustness of prompt-based learning (2024) APPLIED INTELLIGENCE.
- 2023
- Neonatal magnesium levels are safe after maternal MgSO4 administration : a comparison between unexposed preterm neonates and neonates exposed for fetal neuroprotection or maternal eclampsia prevention-a cohort study (vol 181, pg 2971, 2022) (2023) EUROPEAN JOURNAL OF PEDIATRICS. 182.
- PRETURN : 'PREdiction in preTerm birth meets caUsal infeReNce' (2023)
- On optimal timing of antenatal corticosteroids : time to reformulate the question (2023) ARCHIVES OF GYNECOLOGY AND OBSTETRICS. 308(4). p.1085-1091
- Preterm birth during the COVID-19 pandemic : more, less, or just the same? (2023) ACTA CLINICA BELGICA. 78(2). p.140-159
- Wanneer is induceren in een ongecompliceerde zwangerschap geïndiceerd? (2023) TIJDSCHRIFT VOOR VROEDVROUWEN. 29(1). p.6-12
- Perinatale gezondheid in Vlaanderen - Jaar 2022 (2023)
- Causal inference and VAP-attributable mortality in COVID-19 : on painting bulls-eyes and dotting i’s (2023) AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE. 207(5). p.630-631
- Synthetic data : can we trust statistical estimators? (2023) 1st Workshop on Deep Generative Models for Health at NeurIPS 2023, Proceedings.
- Do not sleep on traditional machine learning simple and interpretable techniques are competitive to deep learning for sleep scoring (2023) BIOMEDICAL SIGNAL PROCESSING AND CONTROL. 81.
- The 2023 Belgian clinical guidance on anticoagulation management in hospitalized and ambulatory COVID-19 patients (2023) ACTA CLINICA BELGICA. 78(6). p.497-508
- Trends in neonatal morbidity and mortality for very low birthweight infants : a 20-year single-center experience (2023) JOURNAL OF MATERNAL-FETAL & NEONATAL MEDICINE. 36(2).
- The population-attributable fraction for time-to-event data (2023) INTERNATIONAL JOURNAL OF EPIDEMIOLOGY. 52(3). p.837-845
- Van ongepaste opmerkingen tot een knip zonder toestemming: geweld tijdens de bevalling ontrafeld (2023) EOS Wetenschap. In EOS Blogs
- The impact of intraventricular hemorrhage and periventricular leukomalacia on mortality and neurodevelopmental outcome in very preterm and very-low-birthweight infants : a prospective population-based cohort study (2023) JOURNAL OF PEDIATRICS. 262.
- Voorspellers van Episiotomie in Vlaanderen (2023)
- Tree visualization of patient information for explainability of AI outputs (2023) VOILA! 2023 Visualization and Interaction for Ontologies, Linked Data and Knowledge Graphs 2023. In CEUR Workshop Proceedings 3508. p.63-69
- Probabilistic leak localization in water distribution networks using a hybrid data-driven and model-based approach (2023) WATER SUPPLY. 23(1). p.162-178
- Parameter efficient neural networks with singular value decomposed kernels (2023) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 34(9). p.5682-5692
- Edge anomaly detection framework for AIOps in Cloud and IoT (2023) PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND SERVICES SCIENCE, CLOSER 2023. In CLOSER p.204-211
- From lab to real world : assessing the effectiveness of human activity recognition and optimization through personalization (2023) SENSORS. 23(10).
- A microservice architecture for leak localization in water distribution networks using hybrid AI (2023) JOURNAL OF HYDROINFORMATICS. 25(3). p.851-866
- MinMaxLTTB : leveraging MinMax-preselection to scale LTTB (2023) 2023 IEEE Visualization and Visual Analytics (VIS). In IEEE Visualization Conference p.21-25
- Transfer learning for anomaly detection using bearings' vibration signals (2023) INTERNATIONAL JOURNAL OF ACOUSTICS AND VIBRATION. 28(4). p.420-434
- Pregnancy termination at a viable stage in daily clinical practice : a nationwide mortality follow‐back study in Flanders, Belgium (2023) PRENATAL DIAGNOSIS. 43(6). p.781-791
- Incidence and outcomes of uterine rupture in women with unscarred, preterm or prelabour uteri : data from the international network of obstetric survey systems (2023) BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY. 130(12). p.1493-1501
- Real-time estimation and monitoring of COVID-19 aerosol transmission risk in office buildings (2023) SENSORS. 23(5).
- Components of perinatal palliative care : an integrative review (2023) CHILDREN-BASEL. 10(3).
- Accelerating Hierarchical Associative Memory: A Deep Equilibrium Approach (2023) NeurIPS2023, the 37th Conference on Neural Information Processing Systems.
- Context-aware deep learning with dynamically assembled weight matrices (2023) INFORMATION FUSION. 100.
- Powershap : a power-full shapley feature selection method (2023) MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT I. In Lecture Notes in Computer Science 13713. p.71-87
- Distractor generation for multiple-choice questions with predictive prompting and large language models (2023) RKDE2023 : the 1st International Tutorial and Workshop on Responsible Knowledge Discovery in Education, Proceedings.
- Automatic glossary of clinical terminology : a large-scale dictionary of biomedical definitions generated from ontological knowledge (2023) The 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks. p.265-272
- From numbers to words : multi-modal bankruptcy prediction using the ECL dataset (2023) FinNLP2023 : the 6th Workshop on Financial Technology and Natural Language Processing, Proceedings. p.11-21
- Ecologically valid speech collection in behavioral research : the Ghent Semi-spontaneous Speech Paradigm (GSSP) (2023) BEHAVIOR RESEARCH METHODS.
- Diverse content selection for educational question generation (2023) Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics : student research workshop. p.123-133
- Learning to reuse distractors to support multiple choice question generation in education (2023) IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES. p.1-16
- Physics-enhanced machine learning for predictive maintenance of solenoid valves and water distribution networks (2023)
- Career path prediction using resume representation learning and skill-based matching (2023) RECSYS in HR 2023 : the 3rd Workshop on Recommender Systems for Human Resources (RecSys in HR 2023), Proceedings. In CEUR workshop proceedings 3490.
- Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients (2023) INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS. 175.
- Comparator model for detecting changes in the ease of breathing of COPD patients (2023) KDH@IJCAI 2023 : Knowledge Discovery from Healthcare Data 2023 : proceedings of the 6th International Workshop on Knowledge Discovery from Healthcare Data. In CEUR workshop proceedings 3479.
- Detecting idiomatic multiword expressions in clinical terminology using definition-based representation learning (2023) Proceedings of the 19th Workshop on Multiword Expressions (MWE 2023). p.73-80
- LDESTS : enabling efficient storage and querying of large volumes of time series data on solid pods (2023) Posters, Demos, and Industry Tracks at ISWC 2023 : proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice (ISWC-Posters-Demos-Industry 2023). In CEUR workshop proceedings 3632.
- Extreme multi-label skill extraction training using large language models (2023) AI4HR & PES 2023 : International Workshop on AI for Human Resources and Public Employment Services, Proceedings. p.1-10
- Design of a social chatbot with gamification for user profiling and smoking trigger detection (2023) Pervasive Computing Technologies for Healthcare, 16th EAI International Conference, PervasiveHealth 2022, Proceedings. In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 488. p.636-650
- Leak localization in water distribution networks using GIS-Enhanced autoencoders (2023) URBAN WATER JOURNAL. 20(7). p.859-881
- Realizing real-world and context-aware human behavior monitoring using wearable and smartphone data for mobile health (2023)
- Advancing time series data analytics and applied machine learning in healthcare (2023)
- Data analytics for health and connected care : ontology, knowledge graph and applications (2023) Pervasive Computing Technologies for Healthcare, 16th EAI International Conference, PervasiveHealth 2022, Proceedings. In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 488. p.344-360
- Late miscarriage and stillbirth in asymptomatic and symptomatic hospitalised pregnant women in Belgium during the first and second waves of COVID-19 : a prospective nationwide population-based study (2023) BMC PREGNANCY AND CHILDBIRTH. 23(1).
- Learning from partially annotated data : example-aware creation of gap-filling exercises for language learning (2023) Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023). p.598-609
- EduQG : a multi-format multiple-choice dataset for the educational domain (2023) IEEE ACCESS. 11. p.20885-20896
- Tryp : a dataset of microscopy images of unstained thick blood smears for trypanosome detection (2023) SCIENTIFIC DATA. 10(1).
- CAW-coref : conjunction-aware word-level coreference resolution (2023) Proceedings of the Sixth Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC 2023). p.8-14
- Zero-shot cross-lingual sentiment classification under distribution shift : an exploratory study (2023) Proceedings of the 3rd Workshop on Multi-lingual Representation Learning (MRL). p.50-66
- TALK : tracking activities by linking knowledge (2023) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 122.
- BioDEX : large-scale biomedical adverse drug event extraction for real-world pharmacovigilance (2023) 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), Proceedings.
- Organization, feasibility and patient appreciation of a follow-up consultation in surgical critically ill patients with favorable baseline quality of life and prolonged ICU-stay : a pilot study (2023) ACTA CLINICA BELGICA. 78(1). p.25-35
- Mental health of sexual assault victims and predictors of their use of support from in-house psychologists at Belgian sexual assault care centres (2023) EUROPEAN JOURNAL OF PSYCHOTRAUMATOLOGY. 14(2).
- Context-aware query derivation for IoT data streams with DIVIDE enabling privacy by design (2023) SEMANTIC WEB. 14(5). p.893-941
- Implications of isolated white matter abnormalities on neonatal MRI in congenital CMV infection : a prospective single-centre study (2023) BMJ PAEDIATRICS OPEN. 7(1).
- The effect of late-onset sepsis on mortality across different gestational ages in a neonatal intensive care unit : a historical study (2023) INTENSIVE AND CRITICAL CARE NURSING. 77.
- Towards efficient NLP models : strategies for improving data selection, training, and inference (2023)
- CookDial : a dataset for task-oriented dialogs grounded in procedural documents (2023) APPLIED INTELLIGENCE. 53(4). p.4748-4766
- IDAS : intent discovery with abstractive summarization (2023) Proceedings of the 5th Workshop on NLP for Conversational AI (NLP4ConvAI 2023). p.71-88
- Causal inference methods to optimize clinical decision-making in treatment initiation based on routinely collected data (2023)
- Unimodalities count as perspectives in multimodal emotion annotation (2023) Proceedings of the 2nd Workshop on Perspectivist Approaches to NLP (NLPerspectives 2023), co-located with the 26th European Conference on Artificial Intelligence (ECAI 2023). In CEUR Workshop Proceedings 3494.
- Pathogen-based target attainment of optimized continuous infusion dosing regimens of piperacillin-tazobactam and meropenem in surgical ICU patients : a prospective single center observational study (2023) ANNALS OF INTENSIVE CARE. 13(1).
- 2022
- The web-based application 'QUiPP v.2' for the prediction of preterm birth in symptomatic women is not yet ready for worldwide clinical use : ten reflections on development, validation and use (2022) ARCHIVES OF GYNECOLOGY AND OBSTETRICS. 306(2). p.571-575
- Neonatal magnesium levels are safe after maternal MgSO4 administration : a comparison between unexposed preterm neonates and neonates exposed for fetal neuroprotection or maternal eclampsia prevention : a cohort study (2022) EUROPEAN JOURNAL OF PEDIATRICS. 181(8). p.2971-2980
- Relevance of the antenatal corticosteroids-to-delivery interval in the prevention of neonatal respiratory distress syndrome through the eyes of causal inference : a review and target trial (2022) ARCHIVES OF GYNECOLOGY AND OBSTETRICS. 305. p.885-892
- Yet another paradox? (2022) AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY. 226(5). p.748-750
- Milde chronische hypertensie tijdens de zwangerschap behandelen? (2022) MINERVA (NEDERLANDSE ED.). 21(8). p.181-185
- Perinatale gezondheid in Vlaanderen : jaar 2021 (2022)
- Comparison of the positivity rate of anti-spike and anti-nucleocapsid SARS-CoV-2 IgG in asymptomatic pregnant women (2022) JOURNAL OF OBSTETRICS AND GYNAECOLOGY. 42(5). p.1541-1542
- Target trial emulation on timing of start of renal replacement therapy in acute kidney injury : lessons learned (2022) 59th ERA Congress, 19-22 May 2022: Congress Abstracts. In NEPHROLOGY DIALYSIS TRANSPLANTATION 37(suppl. 3). p.I266-I268
- Belgian clinical guidance on anticoagulation management in hospitalised and ambulatory patients with COVID-19 (2022) ACTA CLINICA BELGICA. 77(2). p.280-285
- Using routinely collected data to define the optimal timing to initiate renal replacement therapy in AKI patients (2022) 59th ERA Congress, 19-22 May 2022: Congress Abstracts. In NEPHROLOGY DIALYSIS TRANSPLANTATION 37(suppl. 3). p.I263-I264
- Prevalence and clinical relevance of colonization with methicillin-resistant Staphylococcus aureus in the obstetric population (2022) JOURNAL OF MATERNAL-FETAL & NEONATAL MEDICINE. 35(25). p.8186-8191
- Wat kunnen we leren uit de analyse van maternale sterftes? Eén jaar registratie via het Belgian Analysis system for Maternal Mortality (BAMM) (2022) HUISARTS NU (BERCHEM). 51(2). p.81-85
- On estimation and cross–validation of dynamic treatment regimes with competing risks (2022) STATISTICS IN MEDICINE. 41(26). p.5258-5275
- NAOMI platform optimizes communication with relatives of patients (2022) EmP : 1st RADar conference on Engineer meets Physician, Proceedings.
- Context-aware visualization recommendations reduce decision overload for operators (2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.
- Hybrid machine learning for leak localization in the drinking water grid (2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.
- Placental tissue destruction and insufficiency from COVID-19 causes stillbirth and neonatal death from hypoxic-ischemic injury (2022) ARCHIVES OF PATHOLOGY & LABORATORY MEDICINE. 146(6). p.660-676