Key result
Cuffless beat-to-beat blood pressure estimation, utilizing physiological models and deep learning techniques, offers a promising continuous and non-invasive alternative to conventional cuff-based methods.
Why the study?
Cuffless and non-invasive methods may offer continuous and undisturbing blood pressure measurement, but conceptual advances and future developments needed for clinical viability require review.
Comparison
Physiological understanding models vs Deep Learning techniques for beat-to-beat BP estimation
Design
Review
Authors
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Cuffless BP methods may enable convenient monitoring; leaves open clinical adoption pending prospective validation.
Combining physiological models with Deep Learning could enable clinically viable cuffless beat-to-beat blood pressure monitoring, potentially transforming cardiovascular medicine.
Pilz et al. (2022) conducted a review in Hypertension. Cuffless and non-invasive measurement of arterial blood pressure vs. Cuff-based measurement paradigms was evaluated. Cuffless beat-to-beat blood pressure estimation, utilizing physiological models and deep learning techniques, offers a promising continuous and non-invasive alternative to conventional cuff-based methods.
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