Théo Sourget

12 papers A* 1Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dataset Diversity Metrics and Impact on Classification Models.
CoRR
Théo Sourget, Niclas Claßen, Jack Junchi Xu, Rob van der Goot, Veronika Cheplygina
2025 — conf
Fairness and Robustness of CLIP-Based Models for Chest X-Rays.
FAIMI@MICCAI
Théo Sourget, David S. Restrepo, Céline Hudelot, Enzo Ferrante, Stergios Christodoulidis, Maria Vakalopoulou
2025 J jnl
Fairness and Robustness of CLIP-Based Models for Chest X-rays.
CoRR
Théo Sourget, David S. Restrepo, Céline Hudelot, Enzo Ferrante, Stergios Christodoulidis, Maria Vakalopoulou
2025 — conf
In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review.
FAccT
Amelia Jiménez-Sánchez, Natalia Rozalia Avlona, Sarah de Boer, Víctor M. Campello, Aasa Feragen, Enzo Ferrante, Melanie Ganz, Judy Wawira Gichoya, Camila González, Steff Groefsema, Alessa Hering, Adam Hulman, Leo Joskowicz, Dovile Juodelyte, Melih Kandemir, Thijs Kooi, Jorge del Pozo Lérida, Livie Yumeng Li, André G. C. Pacheco, Tim Rädsch, Mauricio Reyes, Théo Sourget, Bram van Ginneken, David Wen, Nina Weng, Jack Junchi Xu, Hubert Dariusz Zajac, Maria A. Zuluaga, Veronika Cheplygina
2025 J jnl
In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review.
CoRR
Amelia Jiménez-Sánchez, Natalia Rozalia Avlona, Sarah de Boer, Víctor M. Campello, Aasa Feragen, Enzo Ferrante, Melanie Ganz, Judy Wawira Gichoya, Camila González, Steff Groefsema, Alessa Hering, Adam Hulman, Leo Joskowicz, Dovile Juodelyte, Melih Kandemir, Thijs Kooi, Jorge del Pozo Lérida, Livie Yumeng Li, André G. C. Pacheco, Tim Rädsch, Mauricio Reyes, Théo Sourget, Bram van Ginneken, David Wen, Nina Weng, Jack Junchi Xu, Hubert Dariusz Zajac, Maria A. Zuluaga, Veronika Cheplygina
2024 A* conf
Copycats: the many lives of a publicly available medical imaging dataset.
NeurIPS
Amelia Jiménez-Sánchez, Natalia Rozalia Avlona, Dovile Juodelyte, Théo Sourget, Caroline Vang-Larsen, Anna Rogers, Hubert Dariusz Zajac, Veronika Cheplygina
2024 J jnl
Detection Transformer for Teeth Detection, Segmentation, and Numbering in Oral Rare Diseases: Focus on Data Augmentation and Inpainting Techniques.
CoRR
Hocine Kadi, Théo Sourget, Marzena Kawczynski, Sara Bendjama, Bruno Grollemund, Agnès Bloch-Zupan
2024 J jnl
Mask of truth: model sensitivity to unexpected regions of medical images.
CoRR
Théo Sourget, Michelle Hestbek-Møller, Amelia Jiménez-Sánchez, Jack Junchi Xu, Veronika Cheplygina
2024 J jnl
Towards actionability for open medical imaging datasets: lessons from community-contributed platforms for data management and stewardship.
CoRR
Amelia Jiménez-Sánchez, Natalia Rozalia Avlona, Dovile Juodelyte, Théo Sourget, Caroline Vang-Larsen, Hubert Dariusz Zajac, Veronika Cheplygina
2024 — conf
[Citation needed] Data usage and citation practices in medical imaging conferences.
MIDL
Théo Sourget, Ahmet Akkoç, Stinna Winther, Christine Lyngbye Galsgaard, Amelia Jiménez-Sánchez, Dovile Juodelyte, Caroline Petitjean, Veronika Cheplygina
2024 J jnl
[Citation needed] Data usage and citation practices in medical imaging conferences.
CoRR
Théo Sourget, Ahmet Akkoç, Stinna Winther, Christine Lyngbye Galsgaard, Amelia Jiménez-Sánchez, Dovile Juodelyte, Caroline Petitjean, Veronika Cheplygina
2023 — conf
Can SegFormer be a True Competitor to U-Net for Medical Image Segmentation?
MIUA
Théo Sourget, Syed Nouman Hasany, Fabrice Mériaudeau, Caroline Petitjean