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Clinical radar heart sounds with echocardiographic phenotypes of ventricular dysfunction and valvular disease
Jinye Li, Qingchao Chen

Clinical radar heart sounds with echocardiographic phenotypes of ventricular dysfunction and valvular disease

Author / Organization:
Science & Mathematics Published 2026 Verification Pending

Overview & Synopsis

Radar heart sounds capture cardiac mechanical activity without contact, while echocardiography characterizes ventricular and valvular function. Paired measurements connect these signals to structural heart disease, yet such data remain sparsely represented in public resources. Here we present 537 radar heart-sound recordings paired with one echocardiographic report for each of 162 patients. The cohort covers three overlapping phenotypes: left ventricular ejection fraction (LVEF) below 50%, regional wall-motion abnormality and at least moderate valvular regurgitation, present in 38, 43 and 39 patients, respectively. Original complex signals, processed radar heart sounds and temporal quality segmentation support signal-to-phenotype analysis. Technical validation retains 95.93% of signal duration and confirms reproducible waveform reconstruction. Patient-level five-fold evaluation achieves a mean outer-test AUROC of $0.770\pm0.138$ for reduced LVEF, identifying mechanical information associated with ventricular systolic dysfunction. This resource supports research linking non-contact cardiac mechanical signals to echocardiographic structural and functional phenotypes.

Indexed from repository: arXiv (arxiv.org)
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Document Information

Document Title Clinical radar heart sounds with echocardiographic phenotypes of ventricular dysfunction and valvular disease
Author / Organization Jinye Li, Qingchao Chen
Subject & Discipline cs.CV
Categories Science & Mathematics
Publication Year 2026
License / Rights arXiv Open Access / Creative Commons
Resource Verification Listed PDF (Verification Pending)
Original Host Website arXiv (arxiv.org)
File Format application/pdf (Portable Document Format)
Language EN
Catalog ID DOC-268093
Original Source Link Visit Source Page on arxiv.org »