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SlideGraph+: Whole Slide Image Level Graphs to Predict HER2Status in Breast Cancer



Wenqi Lu , Michael Toss , Emad Rakha , Nasir Rajpoot , Fayyaz Minhas

* 20 pages, 11 figures, 3 tables 

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L1-regularized neural ranking for risk stratification and its application to prediction of time to distant metastasis in luminal node negative chemotherapy naïve breast cancer patients



Fayyaz Minhas , Michael S. Toss , Noor ul Wahab , Emad Rakha , Nasir M. Rajpoot

* Accepted in proc. (Machine Learning for Pharma and Healthcare Applications PharML 2021) European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 13-17, 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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