MUMBAI, India, July 7 -- Intellectual Property India has published a patent application (202641079286 A) filed by Sr University on June 27, 2026, for A Noise-Robust Electrocardiogram Classification System.
Inventors include Ravichander Janapati; Pothuganti Shashank; Eppakayala Sindhu; and Brungi Srikar.
The application for the patent was published on July 03, 2026, under issue no. 27/2026.
Abstract: ABSTRACT Disclosed herein is a noise-robust electrocardiogram classification system (100) comprising a signal acquisition unit (102), a user interface (104) integrated into a user device (106), a communication network (108), and a processing unit (110) comprising an input module (112), a noise identification module (114) configured to classify artifact type and generate a noise-type embedding, a denoising module (116) configured to reconstruct a clean electrocardiogram signal via a noise-type-specific decoder branch using a morphology-preserving joint loss with shared encoder weights, a confidence assessment module (118) configured to gate diagnostic output against a patient-calibrated threshold, a classification module (120) configured to output a diagnostic category conditioned on the noise-type embedding, an output module (122), and a database (124) comprising a curriculum noise scheduler.
Disclaimer: Curated by HT Syndication.
