Localizing heart sounds in respiratory signals using singular spectrum analysis

IEEE Transactions on Biomedical Engineering

Volumn 58, Issue 12 PART 1, 2011, Pages 3360-3367

  Ghaderi, Foad ^a,b   Mohseni, Hamid R ^c   Sanei, Saeid ^d  

^a UNIVERSITY OF BREMEN   (Germany)

^b GERMAN RESEARCH CENTER FOR ARTIFICIAL INTELLIGENCE DFKI   (Germany)

^c UNIVERSITY OF OXFORD   (United Kingdom)

^d UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

Heart sound (HS) localization; respiratory sound processing; singular spectrum analysis (SSA)

Indexed keywords

COMPUTATIONAL COSTS; EIGENVALUE SPECTRA; ENTROPY-BASED METHODS; EXECUTION TIME; FALSE DETECTIONS; HEART SOUND CANCELLATION; HEART SOUND LOCALIZATIONS; HEART SOUNDS; LUNG SOUNDS; PRE-PROCESSING STEP; RESPIRATORY SIGNALS; RESPIRATORY SOUND PROCESSING; RESPIRATORY SOUNDS; SERIES ANALYSIS; SINGULAR SPECTRUM ANALYSIS; SINGULAR SPECTRUM ANALYSIS (SSA); WAVELET-BASED METHODS;

CARDIOLOGY; EIGENVALUES AND EIGENFUNCTIONS; ENTROPY; HEART; INTERFEROMETRY; SIGNAL DETECTION; TIME SERIES; TIME SERIES ANALYSIS; WAVELET TRANSFORMS;

SPECTRUM ANALYSIS;

ARTICLE; BREATHING RATE; HEART SOUND; RESPIRATORY AIRFLOW; RESPIRATORY SOUND SIGNAL; RESPIRATORY TRACT PARAMETERS; SINGULAR SPECTRUM ANALYSIS; SPECTROSCOPY;

ADULT; ALGORITHMS; AUSCULTATION; COMPUTER SIMULATION; ENTROPY; HEART SOUNDS; HUMANS; MALE; RESPIRATORY SOUNDS; SIGNAL PROCESSING, COMPUTER-ASSISTED; SPECTRUM ANALYSIS;

EID: 82155191311     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2011.2162728     Document Type: Article

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