Charles Heitz

According to our database, Charles Heitz authored at least 3 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Performance uncertainty in medical image analysis: a large-scale investigation of confidence intervals.

Pascaline Andrè, Charles Heitz, Evangelia Christodoulou, Annika Reinke, Carole H. Sudre, Michela Antonelli, Patrick Godau, M. Jorge Cardoso, Antoine Gilson, Sophie Tezenas du Montcel, Gaël Varoquaux, Lena Maier-Hein, Olivier Colliot

CoRR, January, 2026

2025

False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims.

Evangelia Christodoulou, Annika Reinke, Pascaline Andrè, Patrick Godau, Piotr Kalinowski, Rola Houhou, Selen Erkan, Carole H. Sudre, Ninon Burgos, Sofiène Boutaj, Sophie Loizillon, Maëlys Solal, Veronika Cheplygina, Charles Heitz, Michal Kozubek, Michela Antonelli, Nicola Rieke, Antoine Gilson, Leon D. Mayer, Minu Dietlinde Tizabi, Manuel Jorge Cardoso, Amber L. Simpson, Annette Kopp-Schneider, Gaël Varoquaux, Olivier Colliot, Lena Maier-Hein

CoRR, May, 2025

Some Hidden Traps of Confidence Intervals in Medical Image Segmentation: Coverage Issues.

Pascaline Andrè, Charles Heitz, Evangelia Christodoulou, Annika Reinke, Carole H. Sudre, Michela Antonelli, M. Jorge Cardoso, Antoine Gilson, Sophie Tezenas du Montcel, Gaël Varoquaux, Lena Maier-Hein, Olivier Colliot

Proceedings of the Bridging Regulatory Science and Medical Imaging Evaluation; and Distributed, Collaborative, and Federated Learning, 2025