Stand-alone segmentation of blood flow pulsatility measured with diffuse correlation spectroscopy
Srinidhi Bharadwaj1, Tara M Urner1, Kyle R Cowdrick1
1Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia 30322, USA.
Biomedical Optics Express
|October 18, 2024
Summary
A new wavelet-based method for blood flow index (BFI) segmentation in diffuse correlation spectroscopy eliminates the need for external references. This approach accurately quantifies BFI waveform morphology in healthy adults.
Area of Science:
- Biomedical Optics
- Physiological Monitoring
- Signal Processing
Background:
- Diffuse correlation spectroscopy (DCS) measures blood flow.
- Accurate blood flow index (BFI) segmentation is crucial for waveform analysis.
- Current methods often rely on exogenous physiological references.
Purpose of the Study:
- To develop and validate a stand-alone BFI pulse segmentation method using wavelet analysis.
- To assess the feasibility of quantifying BFI waveform morphology without external references.
- To evaluate the agreement between wavelet-based and traditional segmentation methods.
Main Methods:
- A novel wavelet-based segmentation technique was applied to the BFI signal.
- The method utilizes the signal's cardiac frequency component.
- BFI waveform morphology was quantified in 30 healthy adults and compared to results using a blood pressure reference.
Main Results:
- The wavelet-based segmentation method successfully identified BFI pulses.
- Waveform morphology features derived from the wavelet approach showed strong agreement with those obtained using a blood pressure reference.
- This indicates high reliability of the stand-alone method.
Conclusions:
- A stand-alone wavelet-based BFI segmentation method is effective for diffuse correlation spectroscopy.
- This approach offers a promising alternative for quantifying BFI waveform morphology.
- It simplifies the measurement process by removing the need for exogenous references.
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