Nature

Evaluation and analysis of image compression effect on neural network-based heart rate classification

In this study, we evaluated and analyzed the effects of image compression on a neural network (NN)-based heart rate (HR) classification system. An NN-based HR-estimation system classifies facial ...
Nature

Integrated fusion approach for multi-class heart disease classification through ECG and PCG signals with deep hybrid neural networks

The previous work of ECG-PCG-based heart disease detection has some drawbacks, and it is described below, Solely relying on ECG might miss subtle high-frequency murmurs caused by narrowed coronary ...