MUMBAI, India, June 30 -- Intellectual Property India has published a patent application (202641075954 A) filed by Sathishkumar Natesan; P. Divya; and Don Christ G on June 19, 2026, for Privacy Preserving Federated Learning Framework With Explainable Ai For Smart Healthcare Monitoring.
Inventors include P. Divya; and Don Christ G.
The application for the patent was published on June 26, 2026, under issue no. 26/2026.
Abstract: The invention proposes a federated machine learning framework integrated with Explainable Artificial Intelligence (XAI) for smart healthcare monitoring. The system enables hospitals and healthcare institutions to collaboratively train predictive models without sharing sensitive patient data. The framework incorporates privacy- preserving mechanisms, adaptive model aggregation, real-time health monitoring, and explainable decision outputs. The proposed invention improves diagnostic accuracy, data privacy, regulatory compliance, and clinician trust.
Disclaimer: Curated by HT Syndication.
