This paper is in the following e-collection/theme issue:

Artificial Intelligence (1371) Imaging Informatics (193) Machine Learning (1465)

Published on in Vol 23, No 2 (2021): February

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/23436, first published .
Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study

Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study

Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study

Authors of this article:

Max Schmitt1 Author Orcid Image ;   Roman Christoph Maron1 Author Orcid Image ;   Achim Hekler1 Author Orcid Image ;   Albrecht Stenzinger2 Author Orcid Image ;   Axel Hauschild3 Author Orcid Image ;   Michael Weichenthal3 Author Orcid Image ;   Markus Tiemann4 Author Orcid Image ;   Dieter Krahl5 Author Orcid Image ;   Heinz Kutzner6 Author Orcid Image ;   Jochen Sven Utikal7, 8 Author Orcid Image ;   Sebastian Haferkamp9 Author Orcid Image ;   Jakob Nikolas Kather10 Author Orcid Image ;   Frederick Klauschen11 Author Orcid Image ;   Eva Krieghoff-Henning1 Author Orcid Image ;   Stefan Fröhling12 Author Orcid Image ;   Christof von Kalle13 Author Orcid Image ;   Titus Josef Brinker1 Author Orcid Image
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