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Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study.
Schmitt M, Maron RC, Hekler A, Stenzinger A, Hauschild A, Weichenthal M, Tiemann M, Krahl D, Kutzner H, Utikal JS, Haferkamp S, Kather JN, Klauschen F, Krieghoff-Henning E, Fröhling S, von Kalle C, Brinker TJ. Schmitt M, et al. Among authors: stenzinger a. J Med Internet Res. 2021 Feb 2;23(2):e23436. doi: 10.2196/23436. J Med Internet Res. 2021. PMID: 33528370 Free PMC article.
Who is at risk for diagnostic discrepancies? Comparison of pre- and postmortal diagnoses in 1800 patients of 3 medical decades in East and West Berlin.
Wittschieber D, Klauschen F, Kimmritz AC, von Winterfeld M, Kamphues C, Scholman HJ, Erbersdobler A, Pfeiffer H, Denkert C, Dietel M, Weichert W, Budczies J, Stenzinger A. Wittschieber D, et al. Among authors: stenzinger a. PLoS One. 2012;7(5):e37460. doi: 10.1371/journal.pone.0037460. Epub 2012 May 22. PLoS One. 2012. PMID: 22629399 Free PMC article.
CognitionMaster: an object-based image analysis framework.
Wienert S, Heim D, Kotani M, Lindequist B, Stenzinger A, Ishii M, Hufnagl P, Beil M, Dietel M, Denkert C, Klauschen F. Wienert S, et al. Among authors: stenzinger a. Diagn Pathol. 2013 Feb 27;8:34. doi: 10.1186/1746-1596-8-34. Diagn Pathol. 2013. PMID: 23445542 Free PMC article.
481 results