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Mobile Personal Healthcare System For Non-Invasive, Pervasive And Continuous Blood Pressure Monitoring: A Feasibility Study, Luis J. Mena, Vanessa G. Felix, Rodolfo Ostos, Armando J. Gonzalez, Rafael Martinez-Pelaez, Jesus D. Melgarejo, Gladys E. Maestre
Mobile Personal Healthcare System For Non-Invasive, Pervasive And Continuous Blood Pressure Monitoring: A Feasibility Study, Luis J. Mena, Vanessa G. Felix, Rodolfo Ostos, Armando J. Gonzalez, Rafael Martinez-Pelaez, Jesus D. Melgarejo, Gladys E. Maestre
School of Medicine Publications and Presentations
Background: Smartphone-based blood pressure (BP) monitor using photoplethysmogram (PPG) technology has emerged as a promising approach to empower users with self-monitoring for effective diagnosis and control ofhypertension (HT).
Objective: This study aimed to develop a mobile personal healthcare system for non-invasive, pervasive, and continuous estimation of BP level and variability to be user-friendly to elderly.
Methods: The proposed approach was integrated by a self-designed cuffless, calibration-free, wireless and wearable PPG-only sensor, and a native purposely-designed smartphone application using multilayer perceptron machine learning techniques from raw signals. We performed a pilot study with three elder adults (mean age 61.3 ± 1.5 …