Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. Joris Vankerschaver

Department of Environmental Technology, Food Technology and Molecular Biotechnology
Faculty of Sciences > Department of Mathematics, Computer Science and Statistics

ORCID iD: 0000-0002-5813-5659

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Smiles-based bioactivity prediction through molecular encoder selection and data augmentation

Ju Hyung Lee (UGent) , Seongik Choi (UGent) , Utku Özbulak (UGent) , Joris Vankerschaver (UGent) and Wesley De Neve (UGent)

(2026) JOURNAL OF CHEMINFORMATICS. 18(1).
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Toward using machine learning as a shape quality metric for liver point cloud generation

Khoa Tuan Nguyen (UGent) , Gaeun Oh, Homin Park (UGent) , Francesca Tozzi (UGent) , Wouter Willaert (UGent) , Joris Vankerschaver (UGent) , Niki Rashidian (UGent) and Wesley De Neve (UGent)

(2026) MEDICAL IMAGING 2026: COMPUTER-AIDED DIAGNOSIS. In Progress in biomedical optics and imaging 13926.
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Token-based fidelity scoring for trustworthy vision transformer interpretations in medical imaging

Utku Özbulak (UGent) , Solha Kang (UGent) , Wesley De Neve (UGent) and Joris Vankerschaver (UGent)

(2026) INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY. 21(5). p.1141-1149
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Exact feature collisions in neural networks

Utku Özbulak (UGent) , Shodhan Rao (UGent) , Wesley De Neve (UGent) , Joris Vankerschaver (UGent) , Arnout Van Messem (UGent) and Manvel Gasparyan (UGent)

(2026) SCIENTIFIC REPORTS. 16(1).
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Improved sub-visible particle classification in flow imaging microscopy via generative AI-based image synthesis

Utku Özbulak (UGent) , Michaela Cohrs (UGent) , Hristo L. Svilenov, Joris Vankerschaver (UGent) and Wesley De Neve (UGent)

(2026) JOURNAL OF PHARMACEUTICAL SCIENCES. 115(5).
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Towards affordable tumor segmentation and visualization for 3D breast MRI using SAM2

Solha Kang (UGent) , Eugene Kim, Joris Vankerschaver (UGent) and Utku Özbulak (UGent)

(2026) ARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025. In Lecture notes in computer science (LNCS) 16142. p.81-90
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Revisiting the evaluation bias introduced by frame sampling strategies in surgical video segmentation using SAM2

Utku Özbulak (UGent) , Seyed Amir Mousavi (UGent) , Francesca Tozzi (UGent) , Niki Rashidian (UGent) , Wouter Willaert (UGent) , Wesley De Neve (UGent) and Joris Vankerschaver (UGent)

(2026) FAIRNESS OF AI IN MEDICAL IMAGING, FAIMI 2025. In Lecture Notes in Computer Science 15976. p.198-207
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SpurBreast : a curated dataset for investigating spurious correlations in real-world breast MRI classification

Jong Bum Won, Wesley De Neve (UGent) , Joris Vankerschaver (UGent) and Utku Özbulak (UGent)

(2026) MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XVI. In Lecture notes in computer science (LNCS) 15975. p.555-564
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Boosting 3D liver shape datasets with diffusion models and implicit neural representations

Khoa Tuan Nguyen (UGent) , Francesca Tozzi (UGent) , Wouter Willaert (UGent) , Joris Vankerschaver (UGent) , Niki Rashidian (UGent) and Wesley De Neve (UGent)

(2026) MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT II. In Lecture notes in computer science (LNCS) 15961. p.67-77
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Towards improved cervical cancer screening : vision transformer-based classification and interpretability

Khoa Tuan Nguyen (UGent) , Ho-min Park, Gaeun Oh, Joris Vankerschaver (UGent) and Wesley De Neve (UGent)

(2025) 2025 IEEE 22ND INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, ISBI. In IEEE International Symposium on Biomedical Imaging

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