Asia-Pacific Signal and Information Processing Association (APSIPA) - Automatic heart and lung sounds classification using convolutional neural networks

2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)

Author(s): Qiyu Chen ; Weibin Zhang ; Xiang Tian ; Xiaoxue Zhang ; Shaoqiong Chen ; Wenkang Lei
Publisher: Asia-Pacific Signal and Information Processing Association (APSIPA)
Publication Date: 1 December 2016
Conference Location: Jeju, South Korea
Conference Date: 13 December 2016
Page(s): 1 - 4
ISBN (Electronic): 978-9-8814-7682-1
DOI: 10.1109/APSIPA.2016.7820741
Regular:

We study the effectiveness of using convolutional neural networks (CNNs) to automatically detect abnormal heart and lung sounds and classify them into different classes in this paper. Heart and... View More

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