Ghent University Academic Bibliography

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In-depth retrospective review of originally negative screening mammograms from women with confirmed breast cancer

Lieve Vandendaele (UGent) , Svetlana Jidkova (UGent) , Koen Van Herck (UGent) , Tom Kimpe (UGent) and Veerle Verschuere (UGent)

(2022) JOURNAL OF THE BELGIAN SOCIETY OF RADIOLOGY. 106(1).
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Adapting mathematical observer models for dermoscopy : a study

Varun Vasudev (UGent) and Tom Kimpe

(2021) AAPM Spring Clinical Meeting 2021, Abstracts.
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Effects of smartphone sensor characteristics on dermatoscopic images : a simulation study

Varun Vasudev (UGent) , Lode De Paepe, Andrew Maidment, Tom Kimpe, Ljiljana Platisa (UGent) , Wilfried Philips (UGent) and Predrag Bakic

(2021) Medical imaging 2021 : physics of medical imaging. In Proceedings of SPIE 11595.
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Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks

Pieter Van Molle (UGent) , Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Jonas De Vylder (UGent) , Bart Diricx, Tom Kimpe, Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2021) NEURAL COMPUTING & APPLICATIONS. 33(16). p.10259-10275
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Impact of chromophores on colour appearance in a computational skin model

Varun Vasudev (UGent) , Lode De Paepe, Andrew D. A. Maidment, Tom Kimpe, Ljiljana Platisa (UGent) , Wilfried Philips (UGent) and Predrag R. Bakic

(2020) Medical Imaging 2020 : Physics of Medical Imaging. In Progress in Biomedical Optics and Imaging 11312.
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Simulation and evaluation of clinically relevant features in a computational skin model

Varun Vasudev (UGent) , Lode De Paepe, Tom Kimpe (UGent) , Andrew Maidment, Ljiljana Platisa (UGent) , Wilfried Philips (UGent) and Predrag Bakic

(2020) 29th EADV Congress, Abstracts.
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Enhanced visualization of blood and pigment in multispectral skin dermoscopy

Laudine Janssen, Sofie Mylle (UGent) , Sofie Van Kelst, Julie De Smedt, Bart Diricx, Tom Kimpe, Marc Boone, Evelien Verhaeghe (UGent) , Lieve Brochez (UGent) and Marjan Garmyn

(2020) SKIN RESEARCH AND TECHNOLOGY. 26(5). p.708-712
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Simulation pipeline for virtual clinical trials of dermatology images

Varun Vasudev (UGent) , Bastian Piepers, Andrew Maidment, Tom Kimpe, Ljiljana Platisa (UGent) , Wilfried Philips (UGent) and Predrag Bakic

(2019) MEDICAL IMAGING 2019: PHYSICS OF MEDICAL IMAGING. In Proceedings of SPIE 10948.
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Computational model of the skin for Virtual Clinical Trials of dermatological imaging

Varun Vasudev (UGent) , Bastian Piepers, Andrew Maidment, Tom Kimpe, Ljiljana Platisa (UGent) , Wilfried Philips (UGent) and Predrag Bakic

(2019) 24th World Congress of Dermatology, Abstracts.
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Quantifying uncertainty of deep neural networks in skin lesion classification

Pieter Van Molle (UGent) , Tim Verbelen (UGent) , Cedric De Boom, Bert Vankeirsbilck (UGent) , Jonas De Vylder (UGent) , Bart Diricx, Tom Kimpe (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2019) UNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING AND CLINICAL IMAGE-BASED PROCEDURES. In Lecture Notes in Computer Science 11840. p.52-61

Academic Bibliography

In-depth retrospective review of originally negative screening mammograms from women with confirmed breast cancer

Adapting mathematical observer models for dermoscopy : a study

Effects of smartphone sensor characteristics on dermatoscopic images : a simulation study

Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks

Impact of chromophores on colour appearance in a computational skin model

Simulation and evaluation of clinically relevant features in a computational skin model

Enhanced visualization of blood and pigment in multispectral skin dermoscopy

Simulation pipeline for virtual clinical trials of dermatology images

Computational model of the skin for Virtual Clinical Trials of dermatological imaging

Quantifying uncertainty of deep neural networks in skin lesion classification

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