Abstract: This paper studies the use of deep convolutional neural networks to segment heart sounds into their main components. The proposed methods are based on the adoption of a deep convolutional ...
1 Department of Clinical Development, Translational Medical Center, National Center of Neurology and Psychiatry, Tokyo, Japan 2 Department of Neuromuscular Research, National Institute of Neuroscience ...
Abstract: Objective: We consider challenges in accurate segmentation of heart sound signals recorded under noisy clinical environments for subsequent classification of pathological events. Existing ...