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Stain-Robust Mitotic Figure Detection for MIDOG 2022 Challenge


Aug 26, 2022
Mostafa Jahanifar, Adam Shephard, Neda Zamanitajeddin, Shan E Ahmed Raza, Nasir Rajpoot

* Method overview regarding MIDOG22 challenge submissions. arXiv admin note: substantial text overlap with arXiv:2109.00853 

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IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification


Aug 23, 2022
Trinh Thi Le Vuong, Quoc Dang Vu, Mostafa Jahanifar, Simon Graham, Jin Tae Kwak, Nasir Rajpoot

* Accepted in ECCV2022 MCV Workshop 

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TIAger: Tumor-Infiltrating Lymphocyte Scoring in Breast Cancer for the TiGER Challenge


Jun 23, 2022
Adam Shephard, Mostafa Jahanifar, Ruoyu Wang, Muhammad Dawood, Simon Graham, Kastytis Sidlauskas, Syed Ali Khurram, Nasir Rajpoot, Shan E Ahmed Raza

* TiGER Challenge entry 

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Mitosis domain generalization in histopathology images -- The MIDOG challenge


Apr 06, 2022
Marc Aubreville, Nikolas Stathonikos, Christof A. Bertram, Robert Klopleisch, Natalie ter Hoeve, Francesco Ciompi, Frauke Wilm, Christian Marzahl, Taryn A. Donovan, Andreas Maier, Jack Breen, Nishant Ravikumar, Youjin Chung, Jinah Park, Ramin Nateghi, Fattaneh Pourakpour, Rutger H. J. Fick, Saima Ben Hadj, Mostafa Jahanifar, Nasir Rajpoot, Jakob Dexl, Thomas Wittenberg, Satoshi Kondo, Maxime W. Lafarge, Viktor H. Koelzer, Jingtang Liang, Yubo Wang, Xi Long, Jingxin Liu, Salar Razavi, April Khademi, Sen Yang, Xiyue Wang, Mitko Veta, Katharina Breininger

* 19 pages, 9 figures, summary paper of the 2021 MICCAI MIDOG challenge 

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One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification


Feb 28, 2022
Simon Graham, Quoc Dang Vu, Mostafa Jahanifar, Fayyaz Minhas, David Snead, Nasir Rajpoot


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CoNIC: Colon Nuclei Identification and Counting Challenge 2022


Nov 29, 2021
Simon Graham, Mostafa Jahanifar, Quoc Dang Vu, Giorgos Hadjigeorghiou, Thomas Leech, David Snead, Shan E Ahmed Raza, Fayyaz Minhas, Nasir Rajpoot


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Stain-Robust Mitotic Figure Detection for the Mitosis Domain Generalization Challenge


Sep 29, 2021
Mostafa Jahanifar, Adam Shephard, Neda Zamani Tajeddin, R. M. Saad Bashir, Mohsin Bilal, Syed Ali Khurram, Fayyaz Minhas, Nasir Rajpoot

* MIDOG challenge at MICCAI 2021 

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Simultaneous Nuclear Instance and Layer Segmentation in Oral Epithelial Dysplasia


Sep 01, 2021
Adam J. Shephard, Simon Graham, R. M. Saad Bashir, Mostafa Jahanifar, Hanya Mahmood, Syed Ali Khurram, Nasir M. Rajpoot

* 10 pages, 3 figures, conference 

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