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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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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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Deep Feature based Cross-slide Registration


Feb 27, 2022
Ruqayya Awan, Shan E Ahmed Raza, Johannes Lotz, Nick Weiss, Nasir M. Rajpoot


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Deep Learning based Prediction of MSI in Colorectal Cancer via Prediction of the Status of MMR Markers


Feb 24, 2022
Ruqayya Awan, Mohammed Nimir, Shan E Ahmed Raza, Johannes Lotz, David Snead, Andrew Robison, Nasir M. Rajpoot


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Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide Images


Feb 14, 2022
Quoc Dang Vu, Kashif Rajpoot, Shan E Ahmed Raza, 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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FedDropoutAvg: Generalizable federated learning for histopathology image classification


Nov 25, 2021
Gozde N. Gunesli, Mohsin Bilal, Shan E Ahmed Raza, Nasir M. Rajpoot

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification


Aug 25, 2021
Simon Graham, Mostafa Jahanifar, Ayesha Azam, Mohammed Nimir, Yee-Wah Tsang, Katherine Dodd, Emily Hero, Harvir Sahota, Atisha Tank, Ksenija Benes, Noorul Wahab, Fayyaz Minhas, Shan E Ahmed Raza, Hesham El Daly, Kishore Gopalakrishnan, David Snead, Nasir Rajpoot


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Semantic annotation for computational pathology: Multidisciplinary experience and best practice recommendations


Jun 25, 2021
Noorul Wahab, Islam M Miligy, Katherine Dodd, Harvir Sahota, Michael Toss, Wenqi Lu, Mostafa Jahanifar, Mohsin Bilal, Simon Graham, Young Park, Giorgos Hadjigeorghiou, Abhir Bhalerao, Ayat Lashen, Asmaa Ibrahim, Ayaka Katayama, Henry O Ebili, Matthew Parkin, Tom Sorell, Shan E Ahmed Raza, Emily Hero, Hesham Eldaly, Yee Wah Tsang, Kishore Gopalakrishnan, David Snead, Emad Rakha, Nasir Rajpoot, Fayyaz Minhas


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