Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Khoa Tuan Nguyen

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

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- Conference Paper
- P1
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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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- Conference Paper
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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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- Miscellaneous
- 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)

(2025) ARXIV.
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Interpretable rotator cuff tear diagnosis using MRI slides with CAMscore and SHAP

Homin Park (UGent) , Ilho Yun, Mi Jung Kim (UGent) , Khoa Tuan Nguyen (UGent) , Arnout Van Messem (UGent) and Wesley De Neve (UGent)

(2024) COMPUTER-AIDED DIAGNOSIS, MEDICAL IMAGING 2024. In Progress in Biomedical Optics and Imaging 12927.
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Towards abdominal 3-D scene rendering from laparoscopy surgical videos using NeRFs

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

(2024) MACHINE LEARNING IN MEDICAL IMAGING, MLMI 2023, PT I. In Lecture notes in computer science 14348. p.83-93
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Multi-scale contrastive learning with attention for histopathology image classification

Jing Wei Tan, Khoa Tuan Nguyen (UGent) , Kyoungbun Lee and Won-Ki Jeong

(2023) MEDICAL IMAGING 2023. In Proceedings of SPIE 12471. p.301-308