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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- Journal Article
- A2
- open access
Inductive conformal prediction for guaranteed class-label coverage in object detection

Mohammed Aliy Mohammed (UGent) , Esla Timothy Anzaku (UGent) , Jef Jonkers (UGent) , Janarthanan Krishnamoorthy, Wesley De Neve (UGent) and Sofie Van Hoecke (UGent)

(2026) JOURNAL OF IMAGING. 12(8).
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- Conference Paper
- open access
Improving GAN-Generated Splice Site Sequences Through Conditional Frequency Guidance

Espoir Kabanga (UGent) , Wesley De Neve (UGent) and Arnout Van Messem (UGent)

(2026) 2026 14th International Conference on Bioinformatics and Computational Biology (ICBCB). p.69-74
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- Conference Paper
- P1
- open access
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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- A2
- open access
Toward a standardized methodological framework for developing computer vision models in staging laparoscopy

Francesca Tozzi (UGent) , Seyed Amir Mousavi (UGent) , Robbe De Muynck (UGent) , Dario Quintini, Adris Molnar (UGent) , Femke Van Vaerenbergh, Xander De Lille, Matthias Van Liefferinge (UGent) , Wim Ceelen (UGent) , Wouter Willaert (UGent) , et al.

(2026) ARTIFICIAL INTELLIGENCE SURGERY. 6(2). p.300-319
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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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