Academic Publications
Federated Learning in Healthcare: Model Misconducts, Security Challenges, Applications, and Future Research Directions: A Systematic Review
PublishedThis systematic review critically examines privacy-preserving distributed learning systems, addressing governance challenges, cybersecurity risks, and ethical considerations in healthcare AI ecosystems.
Keywords:
Federated Learning, Healthcare AI, Security, Privacy, Governance, Ethics
Conference Publications
A Hyper-Tuned Vision Transformer Model with Explainable AI for Eye Disease Detection and Classification from Retinal Images
PresentedConference Title
International Conference on Technology, Business, and Justice towards Smart Bangladesh (ICTBJ-2023)
Organizer
DU
Location
Bangladesh
Abstract
This research demonstrates engagement with advanced deep learning architectures and Explainable AI (XAI) in medical diagnostics, highlighting interpretability and responsible AI integration in healthcare systems.
Keywords
Explainable AI, Vision Transformer, Medical Imaging, Eye Disease Detection, Responsible AI
Conference Photos
