Title :
Potential for Health Screening Using Long-Term Cardiovascular Parameters Measured by Finger Volume-Oscillometry: Pilot Comparative Evaluation in Regular and Sleep-Deprived Activities
Author :
Yamakoshi, T. ; Matsumura, Kohei ; Rolfe, Peter ; Hanaki, Shota ; Ikarashi, A. ; Jihyoung Lee ; Yamakoshi, Ken-ichi
Author_Institution :
Sch. of Mech. Eng., Kanazawa Univ., Kanazawa, Japan
Abstract :
We explored the potential of health screening based on the long-term measurement of cardiovascular parameters using the finger volume-oscillometric technique. An automated instrument made simultaneous measurements of key cardiovascular parameters, including blood pressure, pulse pressure, heart rate, normalized pulse volume as an index of α-adrenalin-mediated sympathetic activity, and finger arterial elasticity. These were derived from finger photo-plethysmographic signals during application of cuff pressure. To assess the feasibility of achieving a screening function, measurements were made in ten healthy volunteers during 10 days of day-to-day living (normal condition), and carried out several times at a fixed time every day. During successive 10-day measurements, a 30-hour period of total sleep deprivation was introduced as a physiological challenge (abnormal condition). A linear discriminant analysis of the data was conducted to determine whether these two conditions could be discriminated. Periodic data collection was performed rapidly and easily, and the %-correct classifications of normal and abnormal conditions were 78.2% and 77.5%, respectively. This ability of the method to discriminate between regular and sleep-deprived activities demonstrates its potential for healthcare screening during day-to-day living. Further investigations using larger age and gender groups of subjects including patients with cardiovascular diseases under real-life situations are required.
Keywords :
biomechanics; blood flow measurement; blood pressure measurement; blood vessels; cardiovascular system; diseases; elasticity; medical signal detection; photoplethysmography; signal classification; sleep; α-adrenalin-mediated sympathetic activity; abnormal condition classification; automated instrument; blood pressure; cardiovascular diseases; cuff pressure application; day-to-day living; finger arterial elasticity; finger photoplethysmographic signals; finger volume-oscillometric technique; finger volume-oscillometry; healthcare screening; heart rate; linear discriminant analysis; long-term cardiovascular parameter; long-term measurement; normalized pulse volume; periodic data collection; physiological challenge; pilot comparative evaluation; pulse pressure; real-life situations; regular-deprived activities; screening function; simultaneous measurement; sleep-deprived activities; time 10 day; time 30 hr; total sleep deprivation; Biomedical measurement; Fingers; Heart rate; Indexes; Instruments; Sleep; Volume measurement; Blood pressure; finger-artery elasticity index; healthcare; heart rate; normalized pulse volume; pulse pressure;
Journal_Title :
Biomedical and Health Informatics, IEEE Journal of
DOI :
10.1109/JBHI.2013.2274460