MUMBAI, India, Aug. 31 -- Intellectual Property India has published a patent application (202641101161 A) filed by Amrita Vishwa Vidyapeetham on August 21, 2026, for Multi-Disease Risk Stratification System For Unlinked Health Datasets.
Inventors include S, Akshay; Srinivas, Divyashree; and Arsikere Niranjankumar, Parvathi Devi.
The application for the patent was published on August 28, 2026, under issue no. 35/2026.
Abstract: A system (100) provides multi-disease risk stratification from unlinked health datasets. A fusion unit (104) resamples a second feature group (102-4) upward and truncates a third feature group (102-6) downward to an anchor row count of a first feature group (102-2), then concatenates the three groups into a fused matrix (212). A reduction unit (106) projects the fused matrix (212) onto a component set (220), within which a balancing unit (108) generates a synthetic sample (226). A base-training unit (110) and an aggregation unit (112) train base predictors (308) and an aggregation predictor (316); an output unit (114) emits a first risk tier (322) and a second risk tier (324) and an attribution unit (116) orders features by contribution value. Unlike conventional single-disease models, joint interpretable assessment issues from datasets carrying no common identifier.
Disclaimer: Curated by HT Syndication.
