Why the study?
To assess the feasibility of novel photoplethysmography Pulse Sounder and Pulse Visualizer communication techniques for alerting the presence or absence of peripheral arterial disease.
Does photoplethysmography pulse encoding accurately detect peripheral arterial disease compared to ABPI in adults over 40?
Does photoplethysmography pulse encoding accurately detect peripheral arterial disease compared to ABPI in adults over 40?
PPG Pulse Sounder and Visualizer techniques demonstrate high sensitivity and accuracy for detecting peripheral arterial disease compared to ABPI, offering a potential low-cost diagnostic tool for primary care.
OBJECTIVE: To assess the feasibility of novel photoplethysmography (PPG) Pulse Sounder/Pulse Visualizer communication techniques for alerting the presence (or absence) of peripheral arterial disease (PAD). APPROACH: Proof of concept evaluation using our previously published multi-site PPG pulse data set (110 participants included; age > 40 years; 44% PAD by ankle brachial pressure index (ABPI)). Two main pulse encoding rules using the risetime as an example feature to mark each heartbeat in a 6 s analysis study window: if risetime at both great toes ⩽time threshold ('no PAD' state) then heartbeat marked with a single 5 kHz audio tone; if risetime from either great toe > threshold ('PAD') then heartbeat marked with a distinct train of 5 kHz audio tones. A simple spectrogram visual plot was also produced for each participant's audio signals. ROC curve analysis first determined an appropriate risetime threshold using the simple-to-evaluate PAD Visualizer and then re-tested at this level with PAD Sounder and classification performance summarized. MAIN RESULTS: The pulse encoding rules used were easy to learn. Visualizer best communication performance at risetime 0.27 s gave specificity 80.6%, sensitivity 95.8%, accuracy 87.3%, negative predictive value 96.2%, and Kappa statistic of 0.75. Classification performance for blinded assessment with audio PAD Sounder was identical. SIGNIFICANCE: Substantial agreements demonstrated between Sounder/Visualizer disease techniques and the ABPI PAD reference. These simple-to-use PAD communications methods when embedded into an appropriate device platform could offer significant benefits in PAD diagnosis for a range of clinical settings, including primary care where low-cost, portable and easy-to-use diagnostics can be desirable.
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Allen et al. (2019) studied this question.
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