Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise.

Alexander Kurz 0004 German Cancer Research Center (DKFZ), Heidelberg, Germany https://orcid.org/0000-0001-6175-9203 Alexander Kurz Alexander Kurz 0001 https://alexhkurz.github.io/ http://www.cs.le.ac.uk/people/akurz/ https://orcid.org/0000-0002-8685-5207 http://andrej.com/mathematicians/K/Kurz_Alexander.html Chapman University, Orange, CA, USA University of Leicester, UK Ludwig Maximilian University of Munich, Germany Alexander Kurz 0002 Technical University of Munich, Klinik und Poliklinik fur Psychiatrie und Psychotherapie, Germany Alexander Kurz 0003 AUDI AG, Ingolstadt, Germany Alexander Kurz 0005 Fraunhofer Institute for Computer Graphics Research IGD, Darmstadt, Germany Technical University of Darmstadt, Department of Computer Science, Germany

Hendrik Alexander Mehrtens Alexander Kurz 0004 Tabea-Clara Bucher Titus J. Brinker Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise. 102914 2023 October 89 Medical Image Anal. https://doi.org/10.1016/j.media.2023.102914 db/journals/mia/mia89.html#MehrtensKBB23

Hendrik Alexander Mehrtens Alexander Kurz 0004 Tabea-Clara Bucher Titus J. Brinker Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise. 2023 abs/2301.01054 CoRR https://doi.org/10.48550/arXiv.2301.01054 db/journals/corr/corr2301.html#abs-2301-01054

Alexander Kurz 0004 Hendrik Alexander Mehrtens Tabea-Clara Bucher Titus J. Brinker On the calibration of neural networks for histological slide-level classification. 2023 abs/2312.09719 CoRR https://doi.org/10.48550/arXiv.2312.09719 db/journals/corr/corr2312.html#abs-2312-09719

Titus J. Brinker Tabea-Clara Bucher Hendrik Alexander Mehrtens