MUMBAI, India, Jan. 9 -- Intellectual Property India has published a patent application (202521115966 A) filed by Symbiosis International, Pune, Maharashtra, on Nov. 21, 2025, for 'a multiplatform mobile system for clinical decision support and training.'

Inventor(s) include Kshitij Gurbuxani; Manas Dhanpawde; Praneet Mahendrakar; Ritvikreddy Ravipati; Dr. Seeta Devi; Dr. Roopali G; and Joyce Mathivanan.

The application for the patent was published on Dec. 12, under issue no. 50/2025.

According to the abstract released by the Intellectual Property India: "The present invention relates to an AI-enabled multiplatform mobile application for childbirth management. The system comprises a user interface module (101) configured to collect maternal demographic and clinical data; a machine learning module (102) employing a Random Forest classifier for maternal risk prediction; an AI-powered conversational module (103) integrated with a large language model to provide context-specific decision support and training; and a data management module (104) for secure, offline-first data storage, synchronization, and encryption. The application further supports hybrid machine learning validation, explainable AI outputs, multimedia educational content, and cross-platform operability using Flutter or React Native frameworks. A corresponding method facilitates maternal risk prediction, communication of outcomes through an AI chatbot, and delivery of evidence-based recommendations in multilingual and mode-switching interfaces. The invention enhances clinical decision-making and nurse training, thereby improving maternal care outcomes in diverse healthcare settings."

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