MUMBAI, India, Sept. 22 -- Intellectual Property India has published a patent application (202621092281 A) filed by Symbiosis International Deemed University on July 29, 2026, for Ai-Powered Decision Support System For Sepsis Management In Icu Nursing.
Inventors include Dr. Mangesh Jabade; and Mr. Husain Nadaf.
The application for the patent was published on September 18, 2026, under issue no. 38/2026.
Abstract: ABSTRACT AI-POWERED DECISION SUPPORT SYSTEM FOR SEPSIS MANAGEMENT IN ICU NURSING The present invention discloses an AI-powered decision support system (100) for sepsis management in intensive care unit nursing. The system (100) comprises a data acquisition module (110) for continuously collecting real-time vital signs, laboratory data, electronic health record information, and nursing assessment inputs; a data preprocessing and integration engine (120) for data normalization, missing data imputation, and feature extraction; a machine learning prediction engine (130) employing an ensemble of logistic regression (132), gradient boosting (134), and deep neural network (136) models aggregated through an ensemble model aggregator (138); a sepsis risk scoring module (140) for risk score calculation and severity classification; an alert generation and notification module (150) for threshold-based early warning alert dispatch; a clinical recommendation engine (160) for generating evidence-based nursing intervention suggestions; a nurse decision support dashboard (170); and a feedback and learning module (180) for continuous model improvement through outcome tracking and retraining. [
Disclaimer: Curated by HT Syndication.
