Beyond attention heatmaps: How to get better explanations for multiple instance learning models in histopathology

Mina Jamshidi Idaji, Julius Hense, Tom Neuhäuser, Augustin Krause, Yanqing Luo, Oliver Eberle, Thomas Schnake, Laure Ciernik, Farnoush Rezaei Jafari, Reza Vahidimajd, Jonas Dippel, Christoph Walz, Frederick Klauschen, Andreas Mock, Klaus-Robert Müller. Beyond attention heatmaps: How to get better explanations for multiple instance learning models in histopathology. Medical Image Analysis, 113:104148, 2026. [doi]

Abstract

Abstract is missing.