MUMBAI, India, June 26 -- Intellectual Property India has published a patent application (202641071387 A) filed by Sona College Of Technology on June 09, 2026, for Emotion-Aware Ecg-Based Cardiac Digital Twin System With Risk Prediction And Intelligent Treatment Recommendation.
Inventors include Mythili K; Prabakar S; Kavisika P; Loga Sri R; and Vijayendran I.
The application for the patent was published on June 19, 2026, under issue no. 25/2026.
Abstract: ABSTRACT The present invention discloses an ECG-based emotion-aware cardiac digital twin system for predicting cardiac risk and providing intelligent treatment recommendations. ECG signals are acquired and preprocessed using filtering, normalization, and R-peak detection techniques. HRV parameters are extracted, and a hybrid CNN–LSTM model classifies emotional states into calm, stress, or anxiety. A personalized baseline ECG profile enhances accuracy, and a cardiac digital twin simulates heart behavior under emotional stress. A probabilistic model computes cardiac risk, which is classified into predefined risk levels. A rule-based clinical decision support engine provides advisory treatment suggestions based on the predicted risk. The system is implemented using MATLAB/Python with a graphical user interface for visualization. The invention enables early detection of stress-induced cardiac abnormalities and supports preventive cardiovascular healthcare.
Disclaimer: Curated by HT Syndication.
