MUMBAI, India, May 29 -- Intellectual Property India has published a patent application (202641064472 A) filed by Vellore Institute Of Technology, Vellore, Tamil Nadu, on May 21, for 'a system and method for multi-trajectory health progression and uncertainty mapping.'
Inventor(s) include Ananya Mazumder Gh; Sherin Anaya; Srinikha S; Dr. Dega Nagaraju; and Dr. C. Chiranjeevi.
The application for the patent was published on May 29, under issue no. 22/2026.
According to the abstract released by the Intellectual Property India: "The present invention provides an uncertainty-aware patient health progression modeling system (100) for multi-trajectory health progression and uncertainty mapping. The system (100) provides predictive analytics for clinical decision support. A patient time-series data processing module (101) transforms multivariate clinical inputs into structured temporal tensors. A baseline trajectory prediction module (102) generates health trajectories using recurrent neural networks and autoregressive forecasting. A counterfactual trajectory generator (103) produces alternative trajectories through controlled perturbations of clinically relevant variables. A trajectory ensemble and uncertainty quantification engine (104) aggregates trajectories and computes probability-weighted variance and entropy metrics. A progression uncertainty mapping module (105) identifies divergence points and derives composite uncertainty indices to construct progression uncertainty maps. A results visualization and export module (106) delivers interpretable outputs, decision recommendations, data logging, and continuous feedback-driven model updating for healthcare monitoring."
Disclaimer: Curated by HT Syndication.
