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FedDropoutAvg: Generalizable federated learning for histopathology image classification



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



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



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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Deep Multi-Resolution Dictionary Learning for Histopathology Image Analysis



Nima Hatami , Mohsin Bilal , Nasir Rajpoot


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