On the Use of Mahalanobis Distance for Out-of-distribution Detection with Neural Networks for Medical Imaging

Harry Anthony, Konstantinos Kamnitsas. On the Use of Mahalanobis Distance for Out-of-distribution Detection with Neural Networks for Medical Imaging. In Carole H. Sudre, Christian F. Baumgartner, Adrian V. Dalca, Raghav Mehta, Chen Qin, William M. Wells, editors, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging - 5th International Workshop, UNSURE 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings. Volume 14291 of Lecture Notes in Computer Science, pages 136-146, Springer, 2023. [doi]

Abstract

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