Intellectual Property India Publishes Patent Application for 'Federated Learning-based Privacy-Preserving Healthcare Analytics System' Filed by Vardhaman College Of Engineering

MUMBAI, India, Jan. 2 -- Intellectual Property India has published a patent application (202541123906 A) filed by Vardhaman College Of Engineering, Ranga Reddy, Telangana, on Dec. 9, 2025, for 'federated learning-based privacy-preserving healthcare analytics system.'

Inventor(s) include Ms. Vankudoth Vinod Kumar; Ms. M Bharathi; Dr. Ravula Arun Kumar; Dr. Cheerla Padmini; Dr. Patil Mounica; and Mr. Sarella Naresh Kumar.

The application for the patent was published on Jan. 2, under issue no. 01/2026.

According to the abstract released by the Intellectual Property India: "Federated Learning-Based Privacy-Preserving Healthcare Analytics System is the proposed invention. The proposed invention focuses on understanding the functions of Healthcare Analytics System. The federated learning-based privacy-preserving healthcare analytics system introduces an innovative approach to medical data analysis by enabling collaborative AI model development without centralized data sharing. Healthcare institutions, diagnostic centers, and IoT-based patient monitoring systems can contribute to a unified global model while keeping sensitive patient records securely stored within their own local infrastructure. The system utilizes edge computing, encrypted model updates, federated aggregation techniques, and blockchain-backed audit mechanisms to ensure complete confidentiality, security, and data integrity throughout the learning process. The invention focuses on analyzing the parameters of Federated Learning-Based Privacy-Preserving Healthcare Analytics System using algorithms of Machine Learning Approach."

Disclaimer: Curated by HT Syndication.