Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. Wesley De Neve

Department of Environmental Technology, Food Technology and Molecular Biotechnology
Faculty of Engineering and Architecture > Department of Electronics and information systems

ORCID iD: 0000-0002-8190-3839

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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.
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- Journal Article
- A1
- open access
Predicting agitation stability of monoclonal antibodies during developability assessment

Michaela Cohrs (UGent) , Nevena Pagureva, Utku Özbulak (UGent) , Wesley De Neve (UGent) , Kevin Braeckmans (UGent) , Stefaan De Smedt (UGent) , Slavka Tcholakova, Zahari Vinarov and Hristo L. Svilenov

(2026) MOLECULAR PHARMACEUTICS. 23(6). p.3421-3433
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When tracking fails : analyzing failure modes of SAM2 for point-based tracking in surgical videos

Woowon Jang, Jiwon Im, Juseung Choi, Niki Rashidian (UGent) , Wesley De Neve (UGent) and Utku Özbulak (UGent)

(2026) COLLABORATIVE INTELLIGENCE AND AUTONOMY IN IMAGE-GUIDED SURGERY, COLAS 2025. In Lecture Notes in Computer Science 16298. p.95-104
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- Journal Article
- A1
- open access
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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- Journal Article
- A1
- open access
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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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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- Conference Paper
- P1
- open access
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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- Conference Paper
- P1
- open access
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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- Journal Article
- A1
- open access
Multimodal machine learning for staging laparoscopy : a combined image analysis and morphologic tool for the discrimination of peritoneal metastasis

Francesca Tozzi (UGent) , Homin Park, Seyed Amir Mousavi (UGent) , Matthias Van Liefferinge (UGent) , Dongin Moon, Sharareh Fadaei, Jaeyun J. Wang, Amir Ashraf Ganjouei, Fernanda Romero-Hernandez, Adnan Alseidi, et al.

(2026) INTERNATIONAL JOURNAL OF SURGERY. 112(1). p.373-383
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- Conference Paper
- C1
- open access
Balancing redundancy and diversity : an in-depth analysis of active learning for laparoscopic video segmentation

Seyed Amir Mousavi (UGent) , Esla Timothy Anzaku (UGent) , Utku Özbulak (UGent) , Robbe De Muynck, Francesca Tozzi (UGent) , Niki Rashidian (UGent) , Wouter Willaert (UGent) and Wesley De Neve (UGent)

(2025) Proceedings of the Third MICCAI Workshop : Data Engineering in Medical Imaging. In Lecture Notes in Computer Science 16191. p.244-254

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