K. Rajgopal

An Automated Healthcare Framework for Single-Lead ECG Arrhythmia Classification using Lightweight CNN-BiLSTM and Temporal Attention

Continuous monitoring of the electrocardiogram on wearable and ambulatory devices has made the automatic recognition of abnormal heartbeats a practical necessity, yet the beats that matter most clinically are precisely the ones that occur least often. This study presents a compact recurrent-convolutional model that cla...