Are pathologist-defined labels reproducible? Comparison of the TUPAC16
mitotic figure dataset with an alternative set of labels

Are pathologist-defined labels reproducible? Comparison of the TUPAC16 mitotic figure dataset with an alternative set of labels

10 July 2020

Christian Marzahl

Marc Aubreville

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Papers citing "Are pathologist-defined labels reproducible? Comparison of the TUPAC16 mitotic figure dataset with an alternative set of labels"

10 / 10 papers shown

Title
Characterizing the Features of Mitotic Figures Using a Conditional Diffusion Probabilistic Model C. D. Bahadir B. Liechty D.J. Pisapia M. Sabuncu DiffM 54 1 0 05 Oct 2023
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 69 21 0 27 Sep 2023
Positive-unlabeled learning for binary and multi-class cell detection in histopathology images with incomplete annotations Zipei Zhao Fengqian Pang Yao Liu Zhiwen Liu Chuyang Ye 40 2 0 16 Feb 2023
Mitosis Detection, Fast and Slow: Robust and Efficient Detection of Mitotic Figures Mostafa Jahanifar A. Shephard Neda Zamanitajeddin S. Graham S. Raza F. Minhas Nasir M. Rajpoot OOD 82 20 0 26 Aug 2022
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 88 99 0 06 Apr 2022
Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge Frauke Wilm Christian Marzahl Katharina Breininger Marc Aubreville 49 14 0 25 Aug 2021
Automatic and explainable grading of meningiomas from histopathology images J. Ganz Tobias Kirsch Lucas Hoffmann C. Bertram Christoph Hoffmann Andreas Maier Katharina Breininger I. Blümcke Samir Jabari Marc Aubreville 34 3 0 19 Jul 2021
An Efficient Cervical Whole Slide Image Analysis Framework Based on Multi-scale Semantic and Location Deep Features Ziquan Wei Shenghua Cheng Junbo Hu Li Chen Shaoqun Zeng Xiuli Liu 42 9 0 29 Jun 2021
How Many Annotators Do We Need? -- A Study on the Influence of Inter-Observer Variability on the Reliability of Automatic Mitotic Figure Assessment Frauke Wilm C. Bertram Christian Marzahl A. Bartel T. Donovan ... Katharina Breininger M. Kiupel Andreas Maier R. Klopfleisch Marc Aubreville 43 5 0 04 Dec 2020
A completely annotated whole slide image dataset of canine breast cancer to aid human breast cancer research Marc Aubreville C. Bertram T. Donovan Christian Marzahl Andreas Maier R. Klopfleisch 10 1 0 24 Aug 2020