Koch, Lisa M.

5 publications

MIDL 2026 SEG4SEG: Identifying Systematic Failure Modes in Segmentation by Subgroup Discovery Methods Nina Weng, Eike Petersen, Alceu Bissoto, Susu Sun, Lisa M. Koch, Aasa Feragen, Siavash Bigdeli, Christian F. Baumgartner

MIDL 2024 Efficiently Correcting Patch-Based Segmentation Errors to Control Image-Level Performance in Retinal Images Patrick Köhler, Jeremiah Fadugba, Philipp Berens, Lisa M. Koch

MIDL 2024 Leveraging Probabilistic Segmentation Models for Improved Glaucoma Diagnosis: A Clinical Pipeline Approach Anna M. Wundram, Paul Fischer, Stephan Wunderlich, Hanna Faber, Lisa M. Koch, Philipp Berens, Christian F. Baumgartner

MIDL 2023 Hidden in Plain Sight: Subgroup Shifts Escape OOD Detection Lisa M Koch, Christian M Schürch, Arthur Gretton, Philipp Berens

CVPR 2018 Visual Feature Attribution Using Wasserstein GANs Christian F. Baumgartner, Lisa M. Koch, Kerem Can Tezcan, Jia Xi Ang, Ender Konukoglu