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Employment (1)

University of Warwick: Coventry, West Midlands, GB

2021-12-01 to present | Assistant Professor in Computational Pathology (Computer Science)
Employment
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Simon Graham

Education and qualifications (1)

University of Warwick: Coventry, GB

2016-09-01 to 2020-04-01 | Computational Pathology (Computer Science)
Education
Source: Self-asserted source
Simon Graham

Works (10)

CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting

Medical Image Analysis
2024-02 | Journal article
DOI: 10.1016/j.media.2023.103047
Contributors: Simon Graham; Quoc Dang Vu; Mostafa Jahanifar; Martin Weigert; Uwe Schmidt; Wenhua Zhang; Jun Zhang; Sen Yang; Jinxi Xiang; Xiyue Wang et al.
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Screening of normal endoscopic large bowel biopsies with interpretable graph learning: a retrospective study

Gut
2023-09 | Journal article
DOI: 10.1136/gutjnl-2023-329512
Contributors: Simon Graham; Fayyaz Minhas; Mohsin Bilal; Mahmoud Ali; Yee Wah Tsang; Mark Eastwood; Noorul Wahab; Mostafa Jahanifar; Emily Hero; Katherine Dodd et al.
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Crossref

One model is all you need: Multi-task learning enables simultaneous histology image segmentation and classification

Medical Image Analysis
2023-01 | Journal article
DOI: 10.1016/j.media.2022.102685
Contributors: Simon Graham; Quoc Dang Vu; Mostafa Jahanifar; Shan E Ahmed Raza; Fayyaz Minhas; David Snead; Nasir Rajpoot
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Crossref

Screening of normal endoscopic large bowel biopsies with artificial intelligence: a retrospective study

2022-10-17 | Preprint
DOI: 10.1101/2022.10.17.22279804
Contributors: Simon Graham; Fayyaz Minhas; Mohsin Bilal; Mahmoud Ali; Yee Wah Tsang; Mark Eastwood; Noorul Wahab; Mostafa Jahanifar; Emily Hero; Katherine Dodd et al.
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Crossref

MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge

IEEE Transactions on Medical Imaging
2021-12 | Journal article
DOI: 10.1109/TMI.2021.3085712
Contributors: Ruchika Verma; Neeraj Kumar; Abhijeet Patil; Nikhil Cherian Kurian; Swapnil Rane; Simon Graham; Quoc Dang Vu; Mieke Zwager; Shan E. Ahmed Raza; Nasir Rajpoot et al.
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Crossref

TIAToolbox: An End-to-End Toolbox for Advanced Tissue Image Analytics

2021-12-24 | Preprint
DOI: 10.1101/2021.12.23.474029
Contributors: Johnathan Pocock; Simon Graham; Quoc Dang Vu; Mostafa Jahanifar; Srijay Deshpande; Giorgos Hadjigeorghiou; Adam Shephard; Raja Muhammad Saad Bashir; Mohsin Bilal; Wenqi Lu et al.
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Crossref

Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images

IEEE Transactions on Medical Imaging
2020-12 | Journal article
DOI: 10.1109/TMI.2020.3013246
Contributors: Simon Graham; David Epstein; Nasir Rajpoot
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Crossref

Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images

Medical Image Analysis
2019-12 | Journal article
DOI: 10.1016/j.media.2019.101563
Contributors: Simon Graham; Quoc Dang Vu; Shan E Ahmed Raza; Ayesha Azam; Yee Wah Tsang; Jin Tae Kwak; Nasir Rajpoot
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Crossref

Fast ScanNet: Fast and Dense Analysis of Multi-Gigapixel Whole-Slide Images for Cancer Metastasis Detection

IEEE Transactions on Medical Imaging
2019-08 | Journal article
DOI: 10.1109/TMI.2019.2891305
Contributors: Huangjing Lin; Hao Chen; Simon Graham; Qi Dou; Nasir Rajpoot; Pheng-Ann Heng
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Crossref

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

Medical Image Analysis
2019-02 | Journal article
DOI: 10.1016/j.media.2018.12.003
Contributors: Shan E Ahmed Raza; Linda Cheung; Muhammad Shaban; Simon Graham; David Epstein; Stella Pelengaris; Michael Khan; Nasir M. Rajpoot
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Crossref
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