S1 and S2 Heart Sound Recognition Using Deep Neural Networks
IEEE Transactions on Biomedical Engineering2016Vol. 64(2), pp. 372–380
Citations Over TimeTop 1% of 2016 papers
Tien-En Chen, Shih-I Yang, Li‐Ting Ho, Kun-Hsi Tsai, Yu‐Hsuan Chen, Yun-Fan Chang, Ying-Hui Lai, Syu‐Siang Wang, Yu Tsao, Chau‐Chung Wu
Abstract
The proposed DNN-based method can achieve reliable S1 and S2 recognition performance based on acoustic characteristics without using an ECG reference or incorporating the assumptions of the individual durations of S1 and S2 and time intervals of S1-S2 and S2-S1.
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