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The Impact of Digital Histopathology Batch Effect on Deep Learning Model Accuracy and Bias
Machine Learning
Computer Science
Sociology
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Authors
Frederick Howard
,
James Dolezal
Sara Kochanny
,
Jefree Schulte
,
Heather Chen
,
Lara Heij
,
Dezheng Huo
,
Rita Nanda
,
Olufunmilayo Olopade
,
Jakob Kather
,
Nicole Cipriani
,
Robert Grossman
+10 authors
,
Alexander Pearson
Journal
bioRxiv (Cold Spring Harbor Laboratory)
Published
Dec 4, 2020
DOI
10.1101/2020.12.03.410845
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