Short-segment heart sound classification using an ensemble of deep convolutional neural networks

no code implementations • 27 Oct 2018 • Fuad Noman, Chee-Ming Ting, Sh-Hussain Salleh, Hernando Ombao

This paper proposes a framework based on deep convolutional neural networks (CNNs) for automatic heart sound classification using short-segments of individual heart beats.

General Classification Sound Classification +1

A Markov-Switching Model Approach to Heart Sound Segmentation and Classification

no code implementations • 10 Sep 2018 • Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, S. Balqis Samdin, Hernando Ombao, Hadri Hussain

Methods: We propose an approach based on Markov switching autoregressive model (MSAR) to segmenting the HS into four fundamental components each with distinct second-order structure.

General Classification