FedPA: Federated Learning with Performance-Based Averaging for Efficient Medical Image Classification

Computer Modeling in Engineering & Sciences 2026 Open access

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Authors: Atif Mahmood, Yasin Saleem, Usman Tariq, Yousef Ibrahim Daradkeh, Adnan Nabeel Qureshi
DOI: 10.32604/cmes.2025.073501
Cited by: 1

Abstract

Federated learning is a decentralized model training paradigm with significant potential. However, the quality of Federated Network’s client updates can vary due to non-IID data distributions, leading to suboptimal global m... | Find, read and cite all the research you need on Tech Science Press

Fields of Study & Subjects

Privacy-Preserving Technologies in Data COVID-19 diagnosis using AI Medical Imaging and Analysis

Publication details

Journal / source
Computer Modeling in Engineering & Sciences
Publisher
Tech Science Press
Volume
146
Issue
3
Pages
1–10
Publication date
1 January 2026
Language
EN