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Nasir Rajpoot

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Understanding metric-related pitfalls in image analysis validation

Feb 03, 2023
Annika Reinke, Minu D. Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A. Emre Kavu, Tim Rädsch, Carole H. Sudre, Laura Acion, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew Blaschko, Florian Büttner, M. Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A. Cimini, Gary S. Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Robert Haase, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E. Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Jens Kleesiek, Florian Kofler, Thijs Kooi, Annette Kopp-Schneider, Michal Kozubek, Anna Kreshuk, Tahsin Kurc, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern Menze, Karel G. M. Moons, Henning Müller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M. Rafelski, Nasir Rajpoot, Mauricio Reyes, Michael A. Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I. Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M. Summers, Abdel A. Taha, Aleksei Tiulpin, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Manuel Wiesenfarth, Ziv R. Yaniv, Paul F. Jäger, Lena Maier-Hein

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LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset

Jan 16, 2023
Yiping Jiao, Jeroen van der Laak, Shadi Albarqouni, Zhang Li, Tao Tan, Abhir Bhalerao, Jiabo Ma, Jiamei Sun, Johnathon Pocock, Josien P. W. Pluim, Navid Alemi Koohbanani, Raja Muhammad Saad Bashir, Shan E Ahmed Raza, Sibo Liu, Simon Graham, Suzanne Wetstein, Syed Ali Khurram, Thomas Watson, Nasir Rajpoot, Mitko Veta, Francesco Ciompi

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Nuclear Segmentation and Classification: On Color & Compression Generalization

Jan 09, 2023
Quoc Dang Vu, Robert Jewsbury, Simon Graham, Mostafa Jahanifar, Shan E Ahmed Raza, Fayyaz Minhas, Abhir Bhalerao, Nasir Rajpoot

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SynCLay: Interactive Synthesis of Histology Images from Bespoke Cellular Layouts

Dec 28, 2022
Srijay Deshpande, Muhammad Dawood, Fayyaz Minhas, Nasir Rajpoot

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An Aggregation of Aggregation Methods in Computational Pathology

Nov 02, 2022
Mohsin Bilal, Robert Jewsbury, Ruoyu Wang, Hammam M. AlGhamdi, Amina Asif, Mark Eastwood, Nasir Rajpoot

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Embedding Space Augmentation for Weakly Supervised Learning in Whole-Slide Images

Oct 31, 2022
Imaad Zaffar, Guillaume Jaume, Nasir Rajpoot, Faisal Mahmood

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Multi-Scale Attention-based Multiple Instance Learning for Classification of Multi-Gigapixel Histology Images

Sep 07, 2022
Made Satria Wibawa, Kwok-Wai Lo, Lawrence Young, Nasir Rajpoot

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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

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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

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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

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