MUMBAI, India, Sept. 28 -- Intellectual Property India has published a patent application (202611070491 A) filed by Thapar Institute Of Engineering And Technology on June 05, 2026, for Portable Device And Method For Sequential Predictive Assessment Of Arteriovenous Fistula Outcomes.
Inventors include Sanyam Goyal; and Dr. Yadwinder Singh.
The application for the patent was published on September 25, 2026, under issue no. 39/2026.
Abstract: The invention is a portable embedded device for the predictive assessment of Arteriovenous Fistula (AVF) outcomes in hemodialysis patients. The system comprises an integrated processing unit, a local storage medium, and a user interface, enabling real-time, offline computation at the point of care. A configurable prediction engine implements a dual-stage, sequential workflow. The first stage predicts AVF maturation probability. The second stage sequentially executes one or more models to predict the risk of various postoperative complications, such as thrombosis and stenosis. A key feature is the automatic utilization of prediction outputs from earlier models as inputs for subsequent models (sequential model chaining), thereby streamlining the clinical workflow and providing a comprehensive, data-driven surgical recommendation.
Disclaimer: Curated by HT Syndication.
