Open AccessPeer ReviewedResearch Article
Federated Learning Framework for Privacy-Preserving Medical Image Classification
Dr. Nandini Rao, Dr. Arjun Bhatt
Volume / Issue
Vol. 1, Issue 1
Paper ID
MERIT-2026-0011
Pages
13-25
Research Area
Medical Informatics & Machine Learning
Article Type
Research Article
DOI Status
Pending
Digital Object Identifier (DOI)
DOI registration pending
Abstract
We propose a federated learning framework for classifying chest X-ray images across multiple hospitals without sharing patient data.
Keywords
Federated LearningMedical ImagingPrivacyDeep LearningCOVID-19
How to Cite this Article
Dr. Nandini Rao, Dr. Arjun Bhatt. Federated Learning Framework for Privacy-Preserving Medical Image Classification. Modern Explorations in Research, Innovation, and Transformation (MERIT), 1(1), 13-25.
© 2026 The Author(s). Published by World Academic Press (WAP).
This is an open access article distributed under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0).