IEEE - Institute of Electrical and Electronics Engineers, Inc. - S1 and S2 Heart Sound Recognition Using Deep Neural Networks

Author(s): Tien-En Chen ; Chau-Chung Wu ; Shih-I Yang ; Li-Ting Ho ; Kun-Hsi Tsai ; Yu-Hsuan Chen ; Yun-Fan Chang ; Ying-Hui Lai ; Syu-Siang Wang ; Yu Tsao
Sponsor(s): IEEE Engineering In Medicine and Biology Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 February 2017
Volume: 64
Page(s): 372 - 380
ISSN (Electronic): 1558-2531
ISSN (Paper): 0018-9294
DOI: 10.1109/TBME.2016.2559800
Regular:

Objective: This study focuses on the first (S1) and second (S2) heart sound recognition based only on acoustic characteristics; the assumptions of the individual durations of S1 and S2 and time... View More

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