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 photoplethysmographic 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 T. Yamakoshi is with the School of Mechanical Engineering, College of Science and Engineering, Kanazawa University, Kakuma-machi, Kanazawa, Ishikawa 920-1192 Japan (e-mail: takey@staff.kanazawa-u.ac.jp).K. Matsumura and K. Yamakoshi are with the School of Mechanical Engineering, College of Science and Engineering, Kanazawa University, Kakuma-machi, Kanazawa, Ishikawa 920-1192 Japan (e-mail: kenta16moon @se.kanazawa-u.ac.jp; kyama@staff.kanazawa-u.ac.jp).P. Rolfe is with the Oxford BioHorizons Ltd., 31-33 Albion Place, Maidstone ME14 5DZ UK and the Department of Automatic Measurement and Control, Harbin Institute of Technology, 92 West Dazhi Street, Nan Gang District, Harbin 150001 China (e-mail: PeterRolfe@aol.com).S. Hanaki and J. Lee are with the Graduate School of Natural Science and Technology, Kanazawa University, Kakuma-machi, Kanazawa, Ishikawa 920-1192 Japan (e-mail: shanaki@gmail.com; jihyoung@stu.kanazawa-u.ac. jp).A. Ikarashi is with the Department of Medical Engineering, Aino University, 4-5-4 Higashioota, Ibaraki-shi, Osaka 567-0012 Japan (e-mail: a-ikarashi@me-u.aino.ac.jp).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.Index Terms-blood pressure, finger-artery elasticity index, pulse pressure, heart rate, normalized pulse volume, healthcare.