Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis

Raghav Mehta, Changjian Shui, Tal Arbel. Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis. In Ipek Oguz, Jack H. Noble, Xiaoxiao Li, Martin Styner, Christian Baumgartner, Mirabela Rusu, Tobias Heimann, Despina Kontos, Bennett A. Landman, Benoit M. Dawant, editors, Medical Imaging with Deep Learning, MIDL 2023, 10-12 July 2023, Nashville, TN, USA. Volume 227 of Proceedings of Machine Learning Research, pages 1453-1492, PMLR, 2023. [doi]

Abstract

Abstract is missing.