Uncertainty Driven Pooling Network for Microvessel Segmentation in Routine Histology Images. - M. M. Fraz 001; Muhammad Shaban; Simon Graham; Syed Ali Khurram; Nasir M. Rajpoot (COMPAY/OMIA@MICCAI, 2018)

Classification of lung cancer histology images using patch-level summary statistics. - Simon Graham; Muhammad Shaban; Talha Qaiser; Syed Ali Khurram; Nasir M. Rajpoot (Digital Pathology, 2018)

A Multi-resolution Deep Learning Framework for Lung Adenocarcinoma Growth Pattern Classification. - Najah M. Alsubaie; Muhammad Shaban; David R. J. Snead; Syed Ali Khurram; Nasir M. Rajpoot (MIUA, 2018)

Methods for Segmentation and Classification of Digital Microscopy Tissue Images. - Quoc Dang Vu; Simon Graham; Minh Nguyen Nhat To; Muhammad Shaban; Talha Qaiser; Navid Alemi Koohbanani; Syed Ali Khurram; Tahsin M. Kurç; Keyvan Farahani; Tianhao Zhao; Rajarsi R. Gupta; Jin Tae Kwak; et al. (CoRR, 2018)

Cancer Image Quantification With And Without, Expensive Whole Slide Imaging Scanners. - M. Asjid Tanveer; Wajahat Nawaz; Haroon Rashid; Amber Kiyani; Syed Ali Khurram; Hassan Aqeel Khan (EMBC, 2019)

Automated grade classification of oral epithelial dysplasia using morphometric analysis of histology images. - Raja Muhammad Saad Bashir; Hanya Mahmood; Muhammad Shaban; Shan-E-Ahmed Raza; Muhammad Moazam Fraz; Syed Ali Khurram; Nasir M. Rajpoot (Digital Pathology, 2020)

PanNuke Dataset Extension, Insights and Baselines. - Jevgenij Gamper; Navid Alemi Koohbanani; Simon Graham; Mostafa Jahanifar; Syed Ali Khurram; Ayesha Azam; Katherine Hewitt; Nasir M. Rajpoot (CoRR, 2020)

FABnet: feature attention-based network for simultaneous segmentation of microvessels and nerves in routine histology images of oral cancer. - M. M. Fraz 001; Syed Ali Khurram; Simon Graham; Muhammad Shaban; Mariam Hassan; Asif Loya; Nasir M. Rajpoot (Neural Comput. Appl., 2020)

Simultaneous Nuclear Instance and Layer Segmentation in Oral Epithelial Dysplasia. - Adam J. Shephard; Simon Graham; Raja Muhammad Saad Bashir; Mostafa Jahanifar; Hanya Mahmood; Syed Ali Khurram; Nasir M. Rajpoot (ICCVW, 2021)

Stain-Robust Mitotic Figure Detection for the Mitosis Domain Generalization Challenge. - Mostafa Jahanifar; Adam J. Shephard; Neda Zamanitajeddin; Raja Muhammad Saad Bashir; Mohsin Bilal; Syed Ali Khurram; Fayyaz A. Minhas; Nasir M. Rajpoot (MIDOG/MOOD/Learn2Reg@MICCAI, 2021)

A digital score of tumour-associated stroma infiltrating lymphocytes predicts survival in head and neck squamous cell carcinoma. - Muhammad Shaban; Shan E Ahmed Raza; Mariam Hassan; Arif Jamshed; Sajid Mushtaq; Asif Loya; Nikolaos Batis; Jill Brooks; Paul Nankivell; Neil Sharma; Max Robinson; Hisham Mehanna; et al. (CoRR, 2021)

Self-Path: Self-Supervision for Classification of Pathology Images With Limited Annotations. - Navid Alemi Koohbanani; Balagopal Unnikrishnan; Syed Ali Khurram; Pavitra Krishnaswamy; Nasir M. Rajpoot (IEEE Trans. Medical Imaging, 2021)

A Neural Architecture Search Based Framework for Segmentation of Epithelium, Nuclei and Oral Epithelial Dysplasia Grading. - Neda Azarmehr; Adam J. Shephard; Hanya Mahmood; Nasir M. Rajpoot; Syed Ali Khurram (MIUA, 2022)

A Novel Framework for Coarse-Grained Semantic Segmentation of Whole-Slide Images. - Raja Muhammad Saad Bashir; Muhammad Shaban; Shan E Ahmed Raza; Syed Ali Khurram; Nasir M. Rajpoot (MIUA, 2022)

Rank the triplets: A ranking-based multiple instance learning framework for detecting HPV infection in head and neck cancers using routine H&E images. - Ruoyu Wang 027; Syed Ali Khurram; Amina Asif; Lawrence Young; Nasir M. Rajpoot (CoRR, 2022)

TIAger: Tumor-Infiltrating Lymphocyte Scoring in Breast Cancer for the TiGER Challenge. - Adam J. Shephard; Mostafa Jahanifar; Ruoyu Wang 027; Muhammad Dawood; Simon Graham; Kastytis Sidlauskas; Syed Ali Khurram; Nasir M. Rajpoot; Shan E Ahmed Raza (CoRR, 2022)

On Smart Gaze Based Annotation of Histopathology Images for Training of Deep Convolutional Neural Networks. - Komal Mariam; Osama Mohammed Afzal; Wajahat Hussain; Muhammad Umar Javed; Amber Kiyani; Nasir M. Rajpoot; Syed Ali Khurram; Hassan Aqeel Khan (IEEE J. Biomed. Health Informatics, 2022)

LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset. - Yiping Jiao; Jeroen van der Laak; Shadi Albarqouni; Zhang Li; Tao Tan; Abhir Bhalerao; Jiabo Ma; Jiamei Sun; Johnathon Pocock; Josien P. W. Pluim; Navid Alemi Koohbanani; Raja Muhammad Saad Bashir; et al. (CoRR, 2023)

A Fully Automated and Explainable Algorithm for the Prediction of Malignant Transformation in Oral Epithelial Dysplasia. - Adam J. Shephard; Raja Muhammad Saad Bashir; Hanya Mahmood; Mostafa Jahanifar; Fayyaz Minhas; Shan E Ahmed Raza; Kris D. McCombe; Stephanie G. Craig; Jacqueline A. James; Jill Brooks; Paul Nankivell; Hisham Mehanna; et al. (CoRR, 2023)

Transformer-based Model for Oral Epithelial Dysplasia Segmentation. - Adam J. Shephard; Hanya Mahmood; Shan E Ahmed Raza; Anna Luíza Damaceno Araújo; Alan Roger Santos-Silva; Marcio Ajudarte Lopes; Pablo Agustin Vargas; Kris D. McCombe; Stephanie G. Craig; Jacqueline A. James; Jill Brooks; Paul Nankivell; et al. (CoRR, 2023)

An Attention Based Pipeline for Identifying Pre-Cancer Lesions in Head and Neck Clinical Images. - Abdullah Alsalemi; Anza Shakeel; Mollie Clark; Syed Ali Khurram; Shan E Ahmed Raza (ISBI, 2024)

An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast Cancer. - Adam J. Shephard; Mostafa Jahanifar; Ruoyu Wang 027; Muhammad Dawood; Simon Graham; Kastytis Sidlauskas; Syed Ali Khurram; Nasir M. Rajpoot; Shan E Ahmed Raza (ISBI, 2024)

Whole Slide Image Classification of Salivary Gland Tumours. - John Charlton; Ibrahim Alsanie; Syed Ali Khurram (CoRR, 2024)

LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset. - Yiping Jiao; Jeroen van der Laak; Shadi Albarqouni; Zhang Li; Tao Tan; Abhir Bhalerao; Shenghua Cheng; Jiabo Ma; John Pocock; Josien P. W. Pluim; Navid Alemi Koohbanani; Raja Muhammad Saad Bashir; et al. (IEEE J. Biomed. Health Informatics, 2024)