Simon Graham - researchr alias

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Viewing Publication 1 - 28 from 28

2024

2023

One model is all you need: Multi-task learning enables simultaneous histology image segmentation and classificationSimon Graham, Quoc Dang Vu, Mostafa Jahanifar, Shan-e-Ahmed Raza, Fayyaz A. Afsar, David R. J. Snead, Nasir M. Rajpoot. mia, 83:102685, 2023. [doi]

2022

SAFRON: Stitching Across the Frontier Network for Generating Colorectal Cancer Histology ImagesSrijay Deshpande, Fayyaz Minhas, Simon Graham, Nasir M. Rajpoot. mia, 77:102337, 2022. [doi]

Neural Graph Modelling of Whole Slide Images for Survival RankingCallum Christopher Mackenzie, Muhammad Dawood, Simon Graham, Mark Eastwood, Fayyaz ul Amir Afsar Minhas. log 2022: 48 [doi]

Nuclear Segmentation and Classification: On Color and Compression GeneralizationQuoc Dang Vu, Robert Jewsbury, Simon Graham, Mostafa Jahanifar, Shan-e-Ahmed Raza, Fayyaz Minhas, Abhir Bhalerao, Nasir M. Rajpoot. miccai 2022: 249-258 [doi]

IMPaSh: A Novel Domain-Shift Resistant Representation for Colorectal Cancer Tissue ClassificationTrinh Thi Le Vuong, Quoc Dang Vu, Mostafa Jahanifar, Simon Graham, Jin Tae Kwak, Nasir M. Rajpoot. eccv 2023: 543-555 [doi]

2021

Simultaneous Nuclear Instance and Layer Segmentation in Oral Epithelial DysplasiaAdam J. Shephard, Simon Graham, Raja Muhammad Saad Bashir, Mostafa Jahanifar, Hanya Mahmood, Syed Ali Khurram, Nasir M. Rajpoot. iccvw 2021: 552-561 [doi]

MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification ChallengeRuchika Verma, Neeraj Kumar 0002, Abhijeet Patil, Nikhil Cherian Kurian, Swapnil Rane, Simon Graham, Quoc Dang Vu, Mieke Zwager, Shan-e-Ahmed Raza, Nasir M. Rajpoot, Xiyi Wu, Huai Chen, Yijie Huang, Lisheng Wang, Hyun Jung, G. Thomas Brown, Yanling Liu, Shuolin Liu, Seyed Alireza Fatemi Jahromi, Ali Asghar Khani, Ehsan Montahaei, Mahdieh Soleymani Baghshah, Hamid Behroozi, Pavel Semkin, Alexandr Rassadin, Prasad Dutande, Romil Lodaya, Ujjwal Baid, Bhakti Baheti, Sanjay Talbar, Amirreza Mahbod, Rupert Ecker, Isabella Ellinger, Zhipeng Luo, Bin Dong, Zhengyu Xu, Yuehan Yao, Shuai Lv, Ming Feng, Kele Xu, Hasib Zunair, Abdessamad Ben Hamza, Steven M. Smiley, Tang-Kai Yin, Qi-Rui Fang, Shikhar Srivastava 0001, Dwarikanath Mahapatra, Lubomira Trnavska, Hanyun Zhang, Priya Lakshmi Narayanan, Justin Law, Yinyin Yuan, Abhiroop Tejomay, Aditya Mitkari, Dinesh Koka, Vikas Ramachandra, Lata Kini, Amit Sethi. tmi, 40(12):3413-3423, 2021. [doi]

2020

A Multi-Organ Nucleus Segmentation ChallengeNeeraj Kumar 0002, Ruchika Verma, Deepak Anand, Yanning Zhou, Omer Fahri Onder, Efstratios Tsougenis, Hao Chen 0011, Pheng-Ann Heng, Jiahui Li, Zhiqiang Hu, Yunzhi Wang, Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajeddin, Ali Gooya, Nasir M. Rajpoot, Xuhua Ren, Sihang Zhou, Qian Wang, Dinggang Shen, Cheng-Kun Yang, Chi-Hung Weng, Wei-Hsiang Yu, Chao-Yuan Yeh, Shuang Yang, Shuoyu Xu, Pak-Hei Yeung, Peng Sun, Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, Rupert Ecker, Örjan Smedby, Chunliang Wang, Benjamin Chidester, That-Vinh Ton, Minh-Triet Tran, Jian Ma, Minh N. Do, Simon Graham, Quoc Dang Vu, Jin Tae Kwak, Akshaykumar Gunda, Raviteja Chunduri, Corey Hu, Xiaoyang Zhou, Dariush Lotfi, Reza Safdari, Antanas Kascenas, Alison O'Neil, Dennis Eschweiler, Johannes Stegmaier, Yanping Cui, Baocai Yin, Kailin Chen, Xinmei Tian, Philipp Grüning, Erhardt Barth, Elad Arbel, Itay Remer, Amir Ben-Dor, Ekaterina Sirazitdinova, Matthias Kohl, Stefan Braunewell, Yuexiang Li, Xinpeng Xie, LinLin Shen, Jun Ma, Krishanu Das Baksi, Mohammad Azam Khan, Jaegul Choo, Adrián Colomer, Valery Naranjo, Linmin Pei, Khan M. Iftekharuddin, Kaushiki Roy, Debotosh Bhattacharjee, Aníbal Pedraza, Maria Gloria Bueno, Sabarinathan Devanathan, Saravanan Radhakrishnan, Praveen Koduganty, Zihan Wu, Guanyu Cai, XiaoJie Liu, Yuqin Wang, Amit Sethi. tmi, 39(5):1380-1391, 2020. [doi]

FABnet: feature attention-based network for simultaneous segmentation of microvessels and nerves in routine histology images of oral cancerM. M. Fraz, Syed Ali Khurram, Simon Graham, Muhammad Shaban, M. Hassan, A. Loya, Nasir M. Rajpoot. nca, 32(14):9915-9928, 2020. [doi]

Localisation and symmetry in computational pathologySimon Graham. PhD thesis, University of Warwick, Coventry, UK, 2020. [doi]

Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology ImagesSimon Graham, David B. A. Epstein, Nasir M. Rajpoot. tmi, 39(12):4124-4136, 2020. [doi]

Capturing Cellular Topology in Multi-Gigapixel Pathology ImagesWenqi Lu, Simon Graham, Mohsin Bilal, Nasir M. Rajpoot, Fayyaz A. Minhas. cvpr 2020: 1049-1058 [doi]

2019

Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology imagesSimon Graham, Quoc Dang Vu, Shan-e-Ahmed Raza, Ayesha Azam, Yee-Wah Tsang, Jin Tae Kwak, Nasir M. Rajpoot. mia, 58, 2019. [doi]

Rota-Net: Rotation Equivariant Network for Simultaneous Gland and Lumen Segmentation in Colon Histology ImagesSimon Graham, David B. A. Epstein, Nasir M. Rajpoot. ecdp 2019: 109-116 [doi]

MILD-Net: Minimal information loss dilated network for gland instance segmentation in colon histology imagesSimon Graham, Hao Chen 0011, Jevgenij Gamper, Qi Dou, Pheng-Ann Heng, David R. J. Snead, Yee-Wah Tsang, Nasir M. Rajpoot. mia, 52:199-211, 2019. [doi]

Fast ScanNet: Fast and Dense Analysis of Multi-Gigapixel Whole-Slide Images for Cancer Metastasis DetectionHuangjing Lin, Hao Chen 0011, Simon Graham, Qi Dou, Nasir M. Rajpoot, Pheng-Ann Heng. tmi, 38(8):1948-1958, 2019. [doi]

Micro-Net: A unified model for segmentation of various objects in microscopy imagesShan-e-Ahmed Raza, Linda Cheung, Muhammad Shaban, Simon Graham, David B. A. Epstein, Stella Pelengaris, Michael Khan, Nasir M. Rajpoot. mia, 52:160-173, 2019. [doi]

CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology ImagesYanning Zhou, Simon Graham, Navid Alemi Koohbanani, Muhammad Shaban, Pheng-Ann Heng, Nasir M. Rajpoot. iccvw 2019: 388-398 [doi]

2018

2005

The Functional Organization of Auditory Working Memory as Revealed by fMRIStephen R. Arnott, Cheryl L. Grady, Stephanie J. Hevenor, Simon Graham, Claude Alain. jocn, 17(5):819-831, 2005. [doi]

2001

Mobilizing a graduate schoolSimon Graham. siguccs 2001: 235-236 [doi]

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2001

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