Moilla Namitesh Reddy on Muck Rack

Moilla Namitesh Reddy

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Hybrid and advanced convolution techniques for highly accurate, reliable and automated ECG classification

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By R. Gokul, R. Dhanalakshmi, S. Poonguzhali, Yaswanth Sree Penumalli, Chalamala Ranjith, Moilla Namitesh Reddy, D. S. Bhargava, G. Seetharaman, T. N. Prabakar
| Nature Verified
Abstract Cardiac arrhythmias are a leading cause of cardiovascular mortality worldwide, and auto- mated analysis of electrocardiogram (ECG) recordings is an unmet clinical need. This paper introduces a hybrid 1D Convolutional Neural Network (CNN) architecture for automated ECG heartbeat classification that captures both multi-scale morphological and long-range temporal dependencies.
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