Intellectual Property India Publishes Patent Application for Machine Learning Method For Rare Disease Severity Prediction With Cohort-Size Validity Flagging

MUMBAI, India, Nov. 2 -- Intellectual Property India has published a patent application (202641126808 A) filed by Vellore Institute Of Technology on October 24, 2026, for Machine Learning Method For Rare Disease Severity Prediction With Cohort-Size Validity Flagging.

Inventor includes Sanjay Kumar Mohanty.

The application for the patent was published on October 30, 2026, under issue no. 44/2026.

Abstract: ABSTRACT MACHINE LEARNING METHOD FOR RARE DISEASE SEVERITY PREDICTION WITH COHORT-SIZE VALIDITY FLAGGING A method of predicting rare-disease severity includes receiving, by a processor (102), sparse patient records (112) of a patient cohort having values for clinical fields, some values being missing. A missingness-preserving feature en...