Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology

Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas Maier 0001, Marc Aubreville, Katharina Breininger. Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology. In 20th IEEE International Symposium on Biomedical Imaging, ISBI 2023, Cartagena, Colombia, April 18-21, 2023. pages 1-5, IEEE, 2023. [doi]

Abstract

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