Research & Publications

Peer-reviewed publications in AI, medical imaging, and beyond

conference2025

Towards Privacy-Preserving Big Data Analysis with Decentralized Learning for ROP Imaging

AlGhamdi, H. M., et al.

IEEE International Conference on Artificial Intelligence and Internet of Things (AIIT 2025), Jeddah, KSA

Federated LearningPrivacy-PreservingMedical ImagingRetinopathy of Prematurity
journal2023

An Aggregation of Aggregation Methods in Computational Pathology

Bilal, M., Jewsbury, R., Wang, R., AlGhamdi, H. M., Asif, A., Eastwood, M., Rajpoot, N.

Medical Image Analysis, Volume 88, ISSN 1361-8415

Computational PathologyWhole Slide ImagesDeep LearningMultiple Instance LearningMedical Imaging
conference2023

Towards Pan-cancer Histology Image Classification with Knowledge Distillation

AlGhamdi, H. M., et al.

19th European Congress on Digital Pathology (ECDP), Budapest, Hungary

Computational PathologyKnowledge DistillationCancer ClassificationDeep Learning
conference2021

A Novel Cell Map Representation for Weakly Supervised Prediction of ER & PR Status from H&E WSIs

AlGhamdi, H. M., Koohbanani, N. A., Rajpoot, N., Raza, S. E. A.

MICCAI Workshop on Computational Pathology (COMPAY), Proceedings of Machine Learning Research, Vol. 156, Vancouver, Canada

Computational PathologyWhole Slide ImagesWeakly Supervised LearningMedical ImagingCancer Pathology
journal2020

Towards Reducing the Time Needed for Load Testing

AlGhamdi, H. M., et al.

Journal of Software: Evolution and Process, Volume 35, Issue 3, ISSN 2047-7473

Software TestingLoad TestingPerformance TestingAutomated Testing
conference2019

A Hybrid Pipeline to Assess ER-Stained Nuclei in Invasive Breast Cancer

AlGhamdi, H. M., et al.

MICCAI Workshop on Computational Pathology (COMPAY), Shenzhen, China

Computational PathologyBreast CancerNuclear SegmentationMedical Imaging
conference2016

An Automated Approach for Recommending When to Stop Load Tests

AlGhamdi, H. M., et al.

IEEE International Conference on Software Maintenance and Evolution (ICSME), Raleigh, NC, USA

Software TestingLoad TestingAutomated RecommendationsSoftware Engineering