A new approach to complicated and noisy physiological waveforms analysis: peripheral venous pressure waveform as an example

We introduce a recently developed nonlinear-type time–frequency analysis tool, synchrosqueezing transform (SST), to quantify complicated and noisy physiological waveform that has time-varying amplitude and frequency. We apply it to analyze a peripheral venous pressure (PVP) signal recorded during a...

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Veröffentlicht in:Journal of clinical monitoring and computing 2021-05, Vol.35 (3), p.637-653
Hauptverfasser: Wu, Hau-Tieng, Alian, Aymen, Shelley, Kirk
Format: Artikel
Sprache:eng
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Zusammenfassung:We introduce a recently developed nonlinear-type time–frequency analysis tool, synchrosqueezing transform (SST), to quantify complicated and noisy physiological waveform that has time-varying amplitude and frequency. We apply it to analyze a peripheral venous pressure (PVP) signal recorded during a seven hours aortic valve replacement procedure. In addition to showing the captured dynamics, we also quantify how accurately we can estimate the instantaneous heart rate from the PVP signal.
ISSN:1387-1307
1573-2614
DOI:10.1007/s10877-020-00524-9