MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202641085613 A) filed by Tj Institute Of Technology; Dr. Senthil Kumari P; Harish R; Naveena V; and Rubesh Vasanth B on July 13, 2026, for Bio-Guardian: A Hybrid Ai Health Monitoring System With Dual-Engine Bio-Drift Detection And Generati.
Inventors include Senthil Kumari P; Harish R; Naveena V; and Rubesh Vasanth B.
The application for the patent was published on August 07, 2026, under issue no. 32/2026.
Abstract: The present invention relates to a hybrid artificial intelligence-based health monitoring framework known as Bio-Guardian. The invention integrates a clinical risk prediction engine using XGBoost, a lifestyle trend prediction engine using Long Short-Term Memory (LSTM) neural networks, an Explainable Artificial Intelligence (XAI) module, and a Generative Al coaching engine. A novel Bio-Drift Score is calculated to measure the divergence between clinical health status and lifestyle behavior trends. The system provides real-time health alerts, explainable risk narratives, and personalized health recommendations for preventive healthcare management. The invention enables early detection of health deterioration and supports healthcare providers, telemedicine systems, wellness applications, and digital healthcare ecosystems through intelligent predictive monitoring and intervention.
Disclaimer: Curated by HT Syndication.
