Research & Publications
Peer-reviewed publications in AI, medical imaging, and beyond
Towards Privacy-Preserving Big Data Analysis with Decentralized Learning for ROP Imaging
Faisal M. Mahrous·Hamad A. Abu-Leif·Turki A. Modyiq·Hammam M. AlGhamdi·Khulud S. AlSaedi·Abduallah M. Algamdi
IEEE International Conference on Artificial Intelligence and Internet of Things (AIIT 2025), Jeddah, KSA
TSGAN: A Lightweight Teacher-Student-Based GAN Framework for the Edge-Cloud Computing
Weitong Liao·Hao Wu·Zikun Zhang·Mohammed H Alghamdi·Hammam M Alghamdi·Ligang He
2025 IEEE International Conference on High Performance Computing and Communications (HPCC)
Context Shift in Histology Image Analysis
University of Warwick
Supervisor: Nasir M. Rajpoot
An Aggregation of Aggregation Methods in Computational Pathology
Mohsin Bilal·Robert Jewsbury·Ruoyu Wang·Hammam M. AlGhamdi·Amina Asif·Mark Eastwood·Nasir Rajpoot
Medical Image Analysis, Volume 88, ISSN 1361-8415
Towards Pan-cancer Histology Image Classification with Knowledge Distillation
Hammam M. AlGhamdi·Talha Qaiser·Shan E Ahmed Raza·Nasir Rajpoot
19th European Congress on Digital Pathology (ECDP), Budapest, Hungary
A Novel Cell Map Representation for Weakly Supervised Prediction of ER & PR Status from H&E WSIs
Hammam M AlGhamdi·Navid Alemi Koohbanani·Nasir Rajpoot·Shan E Ahmed Raza
MICCAI Workshop on Computational Pathology (COMPAY), Proceedings of Machine Learning Research, Vol. 156, Vancouver, Canada
A Hybrid Pipeline to Assess ER-Stained Nuclei in Invasive Breast Cancer
Hammam M AlGhamdi·Maryam Althobiti·Talha Qaiser·Andrew R Green·Shan E Ahmed Raza·Emad A Rakha·Nasir Rajpoot
MICCAI Workshop on Computational Pathology (COMPAY), Shenzhen, China
Automated Approaches for Reducing the Execution Time of Performance Tests
Queen's University
Supervisor: Ahmed E. Hassan
An Automated Approach for Recommending When to Stop Load Tests
Hammam M. Alghamdi·Mark D. Syer·Weiyi Shang·Ahmed E. Hassan
IEEE International Conference on Software Maintenance and Evolution (ICSME), Raleigh, NC, USA