A Review of Computer-Aided Heart Sound Detection Techniques.
Cardiovascular diseases have become one of the most prevalent threats to human health throughout the world. As a noninvasive assistant diagnostic tool, the heart sound detection techniques play an important role in the prediction of cardiovascular diseases. In this paper, the latest development of t...
| Published in: | BioMed Research International pp. 1 - 12 |
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| Main Authors: | , , , |
| Format: | pictorial review tables/charts Journal Article |
| Published: |
Wiley-Blackwell
1/10/2020
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| Online Access: | View this record in EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=141157579&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 141157579 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 23146133 FT2T jtl: BioMed Research International issn: 23146133 maglogo: N pubinfo: dt: 1/10/2020 pid: 480 pub: Wiley-Blackwell place: Malden, Massachusetts artinfo: ui: 141157579 141157579 141157579 10.1155/2020/5846191 141157579 ppf: 1 ppct: 11 formats: fmt: – @attributes: type: T – @attributes: type: P tig: atl: A Review of Computer-Aided Heart Sound Detection Techniques. aug: au: Li, Suyi Li, Feng Tang, Shijie Xiong, Wenji affil: College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China sug: subj: Diagnosis, Computer Assisted Methods Heart Sounds Evaluation Cardiovascular Diseases Diagnosis Noninvasive Procedures Methods Deep Learning ab: Cardiovascular diseases have become one of the most prevalent threats to human health throughout the world. As a noninvasive assistant diagnostic tool, the heart sound detection techniques play an important role in the prediction of cardiovascular diseases. In this paper, the latest development of the computer-aided heart sound detection techniques over the last five years has been reviewed. There are mainly the following aspects: the theories of heart sounds and the relationship between heart sounds and cardiovascular diseases; the key technologies used in the processing and analysis of heart sound signals, including denoising, segmentation, feature extraction and classification; with emphasis, the applications of deep learning algorithm in heart sound processing. In the end, some areas for future research in computer-aided heart sound detection techniques are explored, hoping to provide reference to the prediction of cardiovascular diseases. pubtype: Academic Journal doctype: pictorial review tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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