Intellectual Property India Publishes Patent Application for Adaptive And Personalized Federated Learning For Pregnancy Risk Prediction Under Data Heterogeneity And Privacy Constraints

MUMBAI, India, Nov. 2 -- Intellectual Property India has published a patent application (202621109833 A) filed by Pranita Sanjay Waikar on September 13, 2026, for Adaptive And Personalized Federated Learning For Pregnancy Risk Prediction Under Data Heterogeneity And Privacy Constraints.

Inventors include Pranita Sanjay Waikar; and Dr. Pallavi Jha.

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

Abstract: A computer-implemented federated processing system and method are disclosed for generating pregnancy-risk assessment outputs across a plurality of participating healthcare institutions while retaining raw patient data locally. Each client computing node trains a received global machine-learning ...