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A framework for falsifiable explanations of machine learning models with an application in computational pathology.
Schuhmacher D, Schörner S, Küpper C, Großerueschkamp F, Sternemann C, Lugnier C, Kraeft AL, Jütte H, Tannapfel A, Reinacher-Schick A, Gerwert K, Mosig A. Schuhmacher D, et al. Among authors: schorner s. Med Image Anal. 2022 Nov;82:102594. doi: 10.1016/ Epub 2022 Aug 24. Med Image Anal. 2022. PMID: 36058053 Free article.
Fast and label-free automated detection of microsatellite status in early colon cancer using artificial intelligence integrated infrared imaging.
Gerwert K, Schörner S, Großerueschkamp F, Kraeft AL, Schuhmacher D, Sternemann C, Feder IS, Wisser S, Lugnier C, Arnold D, Teschendorf C, Mueller L, Timmesfeld N, Mosig A, Reinacher-Schick A, Tannapfel A. Gerwert K, et al. Among authors: schorner s. Eur J Cancer. 2023 Mar;182:122-131. doi: 10.1016/j.ejca.2022.12.026. Epub 2023 Jan 9. Eur J Cancer. 2023. PMID: 36773401 Free article.