MUMBAI, India, Jan. 2 -- Intellectual Property India has published a patent application (202541124244 A) filed by Vardhaman College Of Engineering, Ranga Reddy, Telangana, on Dec. 9, 2025, for 'explainable ai model interpretation layer for high-risk decision systems in real time medical treatment.'
Inventor(s) include Mr. Manish Chhabra; Dr. Angagala Kishore Kumar; Dr. Mangalapuri Venkateswarlu; Dr. V Mohan; Mr. Nagashetty; and Mr. Sravan Kumar Pulla.
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: "Explainable AI Model Interpretation Layer for High-Risk Decision Systems in real time medical treatment is the proposed invention. The proposed invention introduces a dedicated Explainable AI (XAI) model interpretation layer tailored for real-time, high-risk medical treatment systems. It enhances AI-based clinical decision-making by converting complex predictive model outputs into clear, medically interpretable insights for healthcare professionals. Instead of delivering mere predictions, the system reveals how and why a particular treatment recommendation, dosage adjustment, or risk score is generated, ensuring medical personnel can fully understand and validate AI-driven decisions before action is taken. The proposed methodology ensures that every AI decision in high-risk medical treatment is explainable, verifiable, and actionable in real time, enabling safer deployment of advanced medical AI while preserving clinical judgment and ethical responsibility."
Disclaimer: Curated by HT Syndication.
