Intelligent Detection Method of Atrial Fibrillation by CEPNCC-BiLSTM Based on Long-Term Photoplethys...
Intelligent Detection Method of Atrial Fibrillation by CEPNCC-BiLSTM Based on Long-Term Photoplethysmography Data
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Author / Creator
Wang, Zhifeng , Fan, Jinwei , Dai, Yi , Zheng, Huannan , Wang, Peizhou , Chen, Haichu and Wu, Zetao
Publisher
Switzerland: MDPI AG
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Language
English
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Publication information
Publisher
Switzerland: MDPI AG
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Scope and Contents
Contents
Atrial fibrillation (AF) is the most prevalent arrhythmia characterized by intermittent and asymptomatic episodes. However, traditional detection methods often fail to capture the sporadic and intricate nature of AF, resulting in an increased risk of false-positive diagnoses. To address these challenges, this study proposes an intelligent AF detect...
Alternative Titles
Full title
Intelligent Detection Method of Atrial Fibrillation by CEPNCC-BiLSTM Based on Long-Term Photoplethysmography Data
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_fe166a99403f4e63bfdeeeacd097c242
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_fe166a99403f4e63bfdeeeacd097c242
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ISSN
1424-8220
E-ISSN
1424-8220
DOI
10.3390/s24165243