MUMBAI, India, June 30 -- Intellectual Property India has published a patent application (202641074902 A) filed by Dr. Manabhanjan Sahu; Samiksha Shridhar Kandi; Hem Arun Ghorpade; and Dipti Mayee Sahoo on June 17, 2026, for Ai-Enhanced Virtual Health Coach For Dynamic Insulin Dosage Titration With Multimodal Context Fusion, Digital Twin Simulation, And Federated Learning.
Inventors include Dr. Manabhanjan Sahu; Samiksha Shridhar Kandi; Hem Arun Ghorpade; and Dipti Mayee Sahoo.
The application for the patent was published on June 26, 2026, under issue no. 26/2026.
Abstract: ABSTRACT OF THE INVENTION ABSTRACT An AI-enhanced virtual health coach for dynamic insulin dosage titration includes a conversational AI module (LLM with optional RAG) that engages a diabetic patient in natural dialogue to obtain glucose measurements and contextual information. A deep reinforcement learning (DRL) personalisation module processes the patient's real-time CGM data, wearable sensor data, and self-reported data to determine an optimal insulin dosage. A digital twin simulation engine may test the proposed dosage virtually before real-world implementation. Federated learning ensures privacy-preserving collaborative model improvement. A blockchain provides an immutable audit trail. An electronic signal is generated to cause an insulin delivery device (pump or smart pen) to administer the recommended dosage. Optionally, a VR headset is triggered to reduce injection-related pain and anxiety. The system improves glycemic control, adherence, and safety while meeting modern regulatory and privacy requirements.
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