Annals of medicine
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Randomized Controlled Trial
Deep learning-based automatic blood pressure measurement: evaluation of the effect of deep breathing, talking and arm movement.
Objectives: It is clinically important to evaluate the performance of a newly developed blood pressure (BP) measurement method under different measurement conditions. This study aims to evaluate the performance of using deep learning-based method to measure BPs and BP change under non-resting conditions. Materials and methods: Forty healthy subjects were studied. ⋯ Key messagesAccurate and reliable blood pressure measurement is clinically important. We evaluated the performance of our developed deep learning-based blood pressure measurement method under resting and non-resting measurement conditions. The deep learning-based method could achieve accurate BP measurement under both resting and non-resting measurement conditions.