SemFedXAI: A Semantic Framework for Explainable Federated Learning in Healthcare

Federated Learning (FL) is emerging as an encouraging paradigm for AI model training in healthcare that enables collaboration among institutions without revealing sensitive information. The lack of transparency in federated models makes their deployment in healthcare settings more difficult, as know...

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Bibliographic Details
Main Authors: Alba Amato, Dario Branco
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/16/6/435
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