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Open access Aug 2026

Federated Self-Supervised Learning for Privacy-Preserving Clinical Diagnostics in Distributed Healthcare Systems

The proposed FSSL framework provides a scalable foundation for privacy-conscious collaborative clinical AI while keeping patient data within the originating healthcare institution and is intended to support, rather than replace, professional clinical decision-making.

A. V, S. Swathi, G. Sharmila et al. · 0 citations
Open access Aug 2026

Explainable AI-Driven Decision Support System for Early Prediction of Cardiovascular Diseases

An Explainable AI-Driven Decision Support System for the early prediction of cardiovascular diseases by integrating intelligent clinical data preprocessing, feature selection, an ensemble learning-based prediction model, and explainable artificial intelligence is proposed.

K. Sridhar, S. Swathi, S. Saranya et al. · 0 citations

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