Sh-Hussain Salleh

Short-segment Heart Sound Classification Using an Ensemble of Deep Convolutional Neural Networks

This paper proposes a framework based on deep convolutional neural networks (CNNs) for automatic heart sound classification using short-segments of individual heart beats. We design a 1D-CNN that directly learns features from raw heart-sound signals, and a 2D-CNN that takes inputs of two-dimensional…