A Spatially Constrained Deep Learning Framework for Detection of Epithelial Tumor Nuclei in Cancer Histology Images. - Korsuk Sirinukunwattana; Shan E Ahmed Raza; Yee-Wah Tsang; David R. J. Snead; Ian A. Cree; Nasir M. Rajpoot (Patch-MI@MICCAI, 2015)

Persistent Homology for Fast Tumor Segmentation in Whole Slide Histology Images. - Talha Qaiser; Korsuk Sirinukunwattana; Kazuaki Nakane; Yee-Wah Tsang; David B. A. Epstein; Nasir M. Rajpoot (MIUA, 2016)

Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images. - Korsuk Sirinukunwattana; Shan E Ahmed Raza; Yee-Wah Tsang; David R. J. Snead; Ian A. Cree; Nasir M. Rajpoot (IEEE Trans. Medical Imaging, 2016)

Tumor Segmentation in Whole Slide Images Using Persistent Homology and Deep Convolutional Features. - Talha Qaiser; Yee-Wah Tsang; David B. A. Epstein; Nasir M. Rajpoot (MIUA, 2017)

Novel digital tissue phenotypic signatures of distant metastasis in colorectal cancer. - Korsuk Sirinukunwattana; David R. J. Snead; David B. A. Epstein; Zia Aftab; Imaad Mujeeb; Yee-Wah Tsang; Ian A. Cree; Nasir M. Rajpoot (CoRR, 2018)

MILD-Net: Minimal information loss dilated network for gland instance segmentation in colon histology images. - Simon Graham; Hao Chen 011; Jevgenij Gamper; Qi Dou 001; Pheng-Ann Heng; David R. J. Snead; Yee-Wah Tsang; Nasir M. Rajpoot (Medical Image Anal., 2019)

Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images. - Simon Graham; Quoc Dang Vu; Shan E Ahmed Raza; Ayesha Azam; Yee-Wah Tsang; Jin Tae Kwak; Nasir M. Rajpoot (Medical Image Anal., 2019)

Fast and accurate tumor segmentation of histology images using persistent homology and deep convolutional features. - Talha Qaiser; Yee-Wah Tsang; Daiki Taniyama; Naoya Sakamoto; Kazuaki Nakane; David B. A. Epstein; Nasir M. Rajpoot (Medical Image Anal., 2019)

Meta-SVDD: Probabilistic Meta-Learning for One-Class Classification in Cancer Histology Images. - Jevgenij Gamper; Brandon Chan; Yee-Wah Tsang; David R. J. Snead; Nasir M. Rajpoot (CoRR, 2020)

Cellular community detection for tissue phenotyping in colorectal cancer histology images. - Sajid Javed; Arif Mahmood; Muhammad Moazam Fraz; Navid Alemi Koohbanani; Ksenija Benes; Yee-Wah Tsang; Katherine Hewitt; David B. A. Epstein; David R. J. Snead; Nasir M. Rajpoot (Medical Image Anal., 2020)

Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images. - Muhammad Shaban; Ruqayya Awan; Muhammad Moazam Fraz; Ayesha Azam; Yee-Wah Tsang; David R. J. Snead; Nasir M. Rajpoot (IEEE Trans. Medical Imaging, 2020)

Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification. - Simon Graham; Mostafa Jahanifar; Ayesha Azam; Mohammed Nimir; Yee-Wah Tsang; Katherine Dodd; Emily Hero; Harvir Sahota; Atisha Tank; Ksenija Benes; Noorul Wahab; Fayyaz A. Minhas; et al. (ICCVW, 2021)

Semantic annotation for computational pathology: Multidisciplinary experience and best practice recommendations. - Noor ul Wahab; Islam M. Miligy; Katherine Dodd; Harvir Sahota; Michael Toss; Wenqi Lu; Mostafa Jahanifar; Mohsin Bilal; Simon Graham; Young Park; Giorgos Hadjigeorghiou; Abhir Bhalerao; et al. (CoRR, 2021)