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Mind the Gap: Scanner-induced domain shifts pose challenges for
  representation learning in histopathology

Mind the Gap: Scanner-induced domain shifts pose challenges for representation learning in histopathology

29 November 2022
Frauke Wilm
Marco Fragoso
C. Bertram
N. Stathonikos
Mathias Öttl
Jingna Qiu
R. Klopfleisch
Andreas Maier
Marc Aubreville
Katharina Breininger
    OOD
    MedIm
ArXivPDFHTML

Papers citing "Mind the Gap: Scanner-induced domain shifts pose challenges for representation learning in histopathology"

2 / 2 papers shown
Title
Domain and Content Adaptive Convolutions for Cross-Domain Adenocarcinoma
  Segmentation
Domain and Content Adaptive Convolutions for Cross-Domain Adenocarcinoma Segmentation
Frauke Wilm
Mathias Öttl
Marc Aubreville
Katharina Breininger
OOD
MedIm
32
0
0
15 Sep 2024
ImageNet Large Scale Visual Recognition Challenge
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky
Jia Deng
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
296
39,198
0
01 Sep 2014
1