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Picture for Simon Graham

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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SAFRON: Stitching Across the Frontier for Generating Colorectal Cancer Histology Images


Aug 11, 2020
Srijay Deshpande, Fayyaz Minhas, Simon Graham, Nasir Rajpoot


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PanNuke Dataset Extension, Insights and Baselines


Apr 22, 2020
Jevgenij Gamper, Navid Alemi Koohbanani, Ksenija Benes, Simon Graham, Mostafa Jahanifar, Syed Ali Khurram, Ayesha Azam, Katherine Hewitt, Nasir Rajpoot

* Work in progress 

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Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images


Apr 06, 2020
Simon Graham, David Epstein, Nasir Rajpoot


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CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images


Sep 03, 2019
Yanning Zhou, Simon Graham, Navid Alemi Koohbanani, Muhammad Shaban, Pheng-Ann Heng, Nasir Rajpoot

* Accepted in ICCVW 2019 (Visual Recognition for Medical Images) 

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XY Network for Nuclear Segmentation in Multi-Tissue Histology Images


Dec 16, 2018
Simon Graham, Quoc Dang Vu, Shan E Ahmed Raza, Jin Tae Kwak, Nasir Rajpoot


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Methods for Segmentation and Classification of Digital Microscopy Tissue Images


Oct 31, 2018
Quoc Dang Vu, Simon Graham, Minh Nguyen Nhat To, Muhammad Shaban, Talha Qaiser, Navid Alemi Koohbanani, Syed Ali Khurram, Tahsin Kurc, Keyvan Farahani, Tianhao Zhao, Rajarsi Gupta, Jin Tae Kwak, Nasir Rajpoot, Joel Saltz


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Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection


Jul 31, 2018
Saad Ullah Akram, Talha Qaiser, Simon Graham, Juho Kannala, Janne Heikkilä, Nasir Rajpoot

* Accepted for MICCAI COMPAY 2018 Workshop 

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Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge


Jul 22, 2018
Mitko Veta, Yujing J. Heng, Nikolas Stathonikos, Babak Ehteshami Bejnordi, Francisco Beca, Thomas Wollmann, Karl Rohr, Manan A. Shah, Dayong Wang, Mikael Rousson, Martin Hedlund, David Tellez, Francesco Ciompi, Erwan Zerhouni, David Lanyi, Matheus Viana, Vassili Kovalev, Vitali Liauchuk, Hady Ahmady Phoulady, Talha Qaiser, Simon Graham, Nasir Rajpoot, Erik Sjöblom, Jesper Molin, Kyunghyun Paeng, Sangheum Hwang, Sunggyun Park, Zhipeng Jia, Eric I-Chao Chang, Yan Xu, Andrew H. Beck, Paul J. van Diest, Josien P. W. Pluim

* Overview paper of the TUPAC16 challenge: http://tupac.tue-image.nl/ 

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MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images


Jun 07, 2018
Simon Graham, Hao Chen, Qi Dou, Pheng-Ann Heng, Nasir Rajpoot

* MIDL 2018 

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Micro-Net: A unified model for segmentation of various objects in microscopy images


Apr 22, 2018
Shan E Ahmed Raza, Linda Cheung, Muhammad Shaban, Simon Graham, David Epstein, Stella Pelengaris, Michael Khan, Nasir M. Rajpoot


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