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Quantifying the Scanner-Induced Domain Gap in Mitosis Detection

Quantifying the Scanner-Induced Domain Gap in Mitosis Detection

30 March 2021
Marc Aubreville
C. Bertram
M. Veta
R. Klopfleisch
N. Stathonikos
Katharina Breininger
N. T. ter Hoeve
F. Ciompi
Andreas Maier
ArXiv (abs)PDFHTMLGithub

Papers citing "Quantifying the Scanner-Induced Domain Gap in Mitosis Detection"

14 / 14 papers shown
Majority Voting of Doctors Improves Appropriateness of AI Reliance in
  Pathology
Majority Voting of Doctors Improves Appropriateness of AI Reliance in Pathology
H. Gu
Chunxu Yang
S. Magaki
Neda Zarrin-Khameh
N. Lakis
...
Todd M. Stevens
Sara L. Stone
Wenzhong Yan
Mohammad Haeri
Xiang Ánthony' Chen
458
4
0
06 Apr 2024
Domain Generalization in Computational Pathology: Survey and Guidelines
Domain Generalization in Computational Pathology: Survey and GuidelinesACM Computing Surveys (ACM Comput. Surv.), 2023
Mostafa Jahanifar
M. Raza
Kesi Xu
T. Vuong
R. Jewsbury
...
Neda Zamanitajeddin
Jin Tae Kwak
S. Raza
F. Minhas
Nasir M. Rajpoot
OOD
417
50
0
30 Oct 2023
Domain generalization across tumor types, laboratories, and species --
  insights from the 2022 edition of the Mitosis Domain Generalization Challenge
Domain generalization across tumor types, laboratories, and species -- insights from the 2022 edition of the Mitosis Domain Generalization Challenge
Marc Aubreville
N. Stathonikos
T. Donovan
R. Klopfleisch
J. Ganz
...
Yongbing Zhang
Sen Yang
Xiyue Wang
Katharina Breininger
C. Bertram
257
49
0
27 Sep 2023
Rethinking Mitosis Detection: Towards Diverse Data and Feature
  Representation
Rethinking Mitosis Detection: Towards Diverse Data and Feature Representation
Hao Wang
Jiatai Lin
Dan Li
Jing Wang
Bingchao Zhao
...
C. Liang
Guoqiang Han
Li Liang
Chu Han
Zaiyi Liu
180
0
0
12 Jul 2023
Adaptive Domain Generalization for Digital Pathology Images
Adaptive Domain Generalization for Digital Pathology Images
A. Walker
MedImOOD
249
1
0
09 May 2023
Augmenting Pathologists with NaviPath: Design and Evaluation of a
  Human-AI Collaborative Navigation System
Augmenting Pathologists with NaviPath: Design and Evaluation of a Human-AI Collaborative Navigation SystemInternational Conference on Human Factors in Computing Systems (CHI), 2023
H. Gu
Chun-Hung Yang
Mohammad Haeri
Junchang Wang
Shirley Tang
Wenzhong Yan
Shujin He
Christopher Kazu Williams
S. Magaki
Xiang Ánthony' Chen
253
41
0
14 Feb 2023
Weakly Supervised Joint Whole-Slide Segmentation and Classification in
  Prostate Cancer
Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer
Pushpak Pati
Guillaume Jaume
Zeineb Ayadi
Kevin Thandiackal
Behzad Bozorgtabar
M. Gabrani
O. Goksel
193
31
0
07 Jan 2023
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
Frauke Wilm
Marco Fragoso
C. Bertram
N. Stathonikos
Mathias Öttl
Jingna Qiu
R. Klopfleisch
Andreas Maier
Marc Aubreville
Katharina Breininger
OODMedIm
175
5
0
29 Nov 2022
Fair mapping
Fair mapping
Sébastien Gambs
Rosin Claude Ngueveu
299
0
0
01 Sep 2022
Mitosis domain generalization in histopathology images -- The MIDOG
  challenge
Mitosis domain generalization in histopathology images -- The MIDOG challenge
Marc Aubreville
N. Stathonikos
C. Bertram
Robert Klopleisch
N. T. ter Hoeve
...
A. Khademi
Sen Yang
Xiyue Wang
M. Veta
Katharina Breininger
211
143
0
06 Apr 2022
Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset
Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) datasetScientific Data (Sci Data), 2022
Frauke Wilm
Marco Fragoso
Christian Marzahl
Jingna Qiu
C. Puget
...
C. Bertram
R. Klopfleisch
Andreas Maier
Katharina Breininger
Marc Aubreville
MedIm
179
28
0
27 Jan 2022
Two-step Domain Adaptation for Mitosis Cell Detection in Histopathology
  Images
Two-step Domain Adaptation for Mitosis Cell Detection in Histopathology Images
R. Nateghi
Fattane Pourakpour
159
6
0
31 Aug 2021
Detecting Mitosis against Domain Shift using a Fused Detector and Deep
  Ensemble Classification Model for MIDOG Challenge
Detecting Mitosis against Domain Shift using a Fused Detector and Deep Ensemble Classification Model for MIDOG Challenge
Jing Liang
Cheng-Yu Wang
Yujie Cheng
Zheng Wang
Fang Wang
Liyu Huang
Zhibin Yu
Yubo Wang
124
5
0
31 Aug 2021
Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis
  DOmain Generalization Challenge
Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge
Frauke Wilm
Christian Marzahl
Katharina Breininger
Marc Aubreville
247
23
0
25 Aug 2021
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