Cuffless blood pressure estimation by error-correcting output coding method based on an aggregation of AdaBoost with a photoplethysmograph sensor

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 6765-6768

  Suzuki, Satomi ^a   Oguri, Koji ^b  

^a AICHI PREFECTURAL UNIVERSITY   (Japan)

^b Aichi Prefectural University   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

BINS; BLOOD PRESSURE; CLASSIFICATION (OF INFORMATION); PATTERN RECOGNITION;

BINARY CLASSIFIERS; BLOOD PRESSURE ESTIMATION; ERROR-CORRECTING OUTPUT CODING; MONITORING SYSTEM; NONINVASIVE TECHNIQUE; PATTERN RECOGNITION METHOD; PHOTOPLETHYSMOGRAPH; SYSTOLIC BLOOD PRESSURE(SBP);

ADAPTIVE BOOSTING;

EID: 77950991525     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5332505     Document Type: Conference Paper

References (8)

1. W. Chen, T. Kobayashi, S. Ichikawa and Y. Takeuchi : "Continuous estimation of systolic blood pressure using the pulse arrival time and intermittent caliburation", Medical & Biological Engineering &Computing, Vol.38, pp.569-574 (2000)
2. th IEEE EMBC, Lyon, France (2007)
3. Yuan-ting Zhang, Carmen C.Y. Poon, Chun-hung Chan, Martin W.W. Tsang and Kin-fai Wu : "A Health-Shirt using e-Textile Materials for the Continuous and Cuffless Monitoring of Arterial Blood Pressure", 3rd IEEE EMBS, pp.86-89, MIT, Boston, USA (2006)
4. Mikyoung Park, HeeJung Kang, Young Huh and Kyung-Chul Kim : "Cuffless and Noninvasive Tonometry Mean Arterial Pressure Measurement by Physiological Characteristics and Applied Pressure", 28th IEEE EMBC, New York, USA (2006)
5. Javier Espina, Thomas Falck, Jens Muehlste and Xavier Aubert : "Wireless Body Sensor Net-work for Continuous Cuffless Blood Pressure Monitoring", 3rd IEEE EMBS, MIT, Boston, USA(2006)
6. T. G. Dietterich and G. Bakiri, "Solving multiclass learning problems via error-correcting output codes", Journal of Artificial Intelligence Research, Vol.2, pp263-286 (1995)
7. Y. Freund and R. E. Schapire, "A decision-theoretic generalization of on-line learning and an application to boosting", Journal of Computer and System Sciences Vol.55, No.1, pp119-139 (1997)
8. th International Conference on Machine Learning, pp.322-330, (1997)