JOURNAL ARTICLE

Automatic Signal Quality Index Determination of Radar-Recorded Heart Sound Signals Using Ensemble Classification

Kilin ShiSven SchellenbergerFabian MichlerTobias SteiglederAnke MalessaFabian LurzChristoph OstgatheRobert WeigelAlexander Koelpin

Year: 2019 Journal:   IEEE Transactions on Biomedical Engineering Vol: 67 (3)Pages: 773-785   Publisher: Institute of Electrical and Electronics Engineers

Abstract

Besides achieving a higher performance compared with state-of-the-art classifiers, this study is the first one to deal with the quality determination of heart sounds that are recorded by radar systems. The proposed method enables contactless and continuous heart sound monitoring for the detection of cardiovascular diseases.

Keywords:
Computer science Radar Classifier (UML) Artificial intelligence Sound quality Pattern recognition (psychology) Computer vision Speech recognition Telecommunications

Metrics

49
Cited By
5.75
FWCI (Field Weighted Citation Impact)
60
Refs
0.96
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Phonocardiography and Auscultation Techniques
Health Sciences →  Medicine →  Pulmonary and Respiratory Medicine
ECG Monitoring and Analysis
Health Sciences →  Medicine →  Cardiology and Cardiovascular Medicine
Non-Invasive Vital Sign Monitoring
Physical Sciences →  Engineering →  Biomedical Engineering
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