메뉴 건너뛰기




Volumn 64, Issue 4, 2017, Pages 859-869

Cuffless Blood Pressure Estimation Algorithms for Continuous Health-Care Monitoring

Author keywords

Blood pressure; electrocardiograph (ECG); mobile health; photoplethysmograph (PPG); pulse arrival time (PAT)

Indexed keywords

CALIBRATION; HEALTH CARE; MHEALTH; PHYSIOLOGICAL MODELS; SIGNAL PROCESSING;

EID: 85017585404     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2016.2580904     Document Type: Article
Times cited : (481)

References (37)
  • 1
    • 85017625575 scopus 로고    scopus 로고
    • World Health Organization Geneva Switzerland
    • WorldHealth Statistic 2015.World Health Organization, Geneva, Switzerland, 2015.
    • (2015) WorldHealth Statistic 2015
  • 3
    • 77957733000 scopus 로고    scopus 로고
    • Principles and techniques of blood pressure measurement
    • G. Ogedegbe and T. Pickering, "Principles and techniques of blood pressure measurement, " Cardiol. Clinics, vol. 28, no. 4, pp. 571-586, 2010.
    • (2010) Cardiol. Clinics , vol.28 , Issue.4 , pp. 571-586
    • Ogedegbe, G.1    Pickering, T.2
  • 4
    • 85027928014 scopus 로고    scopus 로고
    • Areviewof methods for non-invasive and continuous blood pressure monitoring: Pulse transit time method is promising?
    • L. Peter et al., "Areviewof methods for non-invasive and continuous blood pressure monitoring: Pulse transit time method is promising?" IRBM, vol. 35, no. 5, pp. 271-282, 2014.
    • (2014) IRBM , vol.35 , Issue.5 , pp. 271-282
    • Peter, L.1
  • 5
    • 84863142760 scopus 로고    scopus 로고
    • Electrocardiogram-Assisted blood pressure estimation
    • Mar
    • S. Ahmad et al., "Electrocardiogram-Assisted blood pressure estimation, " IEEE Trans. Biomed. Eng., vol. 59, no. 3, pp. 608-618, Mar. 2012.
    • (2012) IEEE Trans. Biomed. Eng , vol.59 , Issue.3 , pp. 608-618
    • Ahmad, S.1
  • 7
    • 84937900410 scopus 로고    scopus 로고
    • Toward ubiquitous blood pressure monitoring via pulse transit time: Theory and practice
    • Aug
    • R. Mukkamala et al., "Toward ubiquitous blood pressure monitoring via pulse transit time: Theory and practice, " IEEE Trans. Biomed. Eng., vol. 62, no. 8, pp. 1879-1901, Aug. 2015.
    • (2015) IEEE Trans. Biomed. Eng , vol.62 , Issue.8 , pp. 1879-1901
    • Mukkamala, R.1
  • 8
    • 33846906776 scopus 로고    scopus 로고
    • Cuff-less and noninvasivemeasurements of arterial blood pressure by pulse transit time
    • C. Poon and Y. Zhang, "Cuff-less and noninvasivemeasurements of arterial blood pressure by pulse transit time, " in Proc. Annu. Int. Conf. Eng. Med. Bio., 2006, pp. 5877-5880.
    • (2006) Proc. Annu. Int. Conf. Eng. Med. Bio , pp. 5877-5880
    • Poon, C.1    Zhang, Y.2
  • 9
    • 84927610820 scopus 로고    scopus 로고
    • Cuffless BP measurement using a correlation study of pulse transient time and heart rate
    • N. Kumar et al., "Cuffless BP measurement using a correlation study of pulse transient time and heart rate, " in Proc. Int. Conf. Adv. Comput., Commun. Informat., 2014, pp. 1538-1541.
    • (2014) Proc. Int. Conf. Adv. Comput., Commun. Informat , pp. 1538-1541
    • Kumar, N.1
  • 10
    • 34047169894 scopus 로고    scopus 로고
    • Adaptive blood pressure estimation from wearable PPG sensors using peripheral artery pulse wave velocity measurements and multi-channel blind identification of local arterial dynamics
    • D. B. McCombie et al., "Adaptive blood pressure estimation from wearable PPG sensors using peripheral artery pulse wave velocity measurements and multi-channel blind identification of local arterial dynamics, " in Proc. IEEE 28th Annu. Int. Conf. Eng.Med. Biol. Soc., 2006, pp. 3521-3524.
    • (2006) Proc IEEE 28th Annu. Int. Conf. Eng.Med. Biol Soc , pp. 3521-3524
    • McCombie, D.B.1
  • 11
    • 67349123710 scopus 로고    scopus 로고
    • An evaluation of the cuffless blood pressure estimation based on pulse transit time technique: A half year study on normotensive subjects
    • M. Y. Wong et al., "An evaluation of the cuffless blood pressure estimation based on pulse transit time technique: A half year study on normotensive subjects, " Cardiovascular Eng., vol. 9, no. 1, pp. 32-38, 2009.
    • (2009) Cardiovascular Eng , vol.9 , Issue.1 , pp. 32-38
    • Wong, M.Y.1
  • 12
    • 84856544700 scopus 로고    scopus 로고
    • Continuous blood pressure measurement by using the pulse transit time: Comparison to a cuff-based method
    • H. Gesche et al., "Continuous blood pressure measurement by using the pulse transit time: Comparison to a cuff-based method, " Eur. J. Appl. Physiol., vol. 112, no. 1, pp. 309-315, 2012.
    • (2012) Eur. J. Appl. Physiol , vol.112 , Issue.1 , pp. 309-315
    • Gesche, H.1
  • 13
    • 70350764974 scopus 로고    scopus 로고
    • Noninvasive cuffless estimation of blood pressure from pulse arrival time and heart rate with adaptive calibration
    • F. S. Cattivelli and H. Garudadri, "Noninvasive cuffless estimation of blood pressure from pulse arrival time and heart rate with adaptive calibration, " in Proc. 6th Int. Workshop Wearable Implantable Body Sensor Netw., 2009, pp. 114-119.
    • (2009) Proc. 6th Int. Workshop Wearable Implantable Body Sensor Netw , pp. 114-119
    • Cattivelli, F.S.1    Garudadri, H.2
  • 14
    • 84949922204 scopus 로고    scopus 로고
    • Model based blood pressure estimation during exercise test using modified fuzzy function
    • M. Moghadam and M. H. Moradi, "Model based blood pressure estimation during exercise test using modified fuzzy function, " in Proc. 21st Iranian Conf. Biomed. Eng., 2014, pp. 69-73.
    • (2014) Proc. 21st Iranian Conf. Biomed. Eng , pp. 69-73
    • Moghadam, M.1    Moradi, M.H.2
  • 15
    • 34250760899 scopus 로고    scopus 로고
    • Mechanical factors in arterial aging: A clinical perspective
    • M. F. ORourke and J. Hashimoto, "Mechanical factors in arterial aging: A clinical perspective, " J. Amer. College Cardiol., vol. 50, no. 1, pp. 1-13, 2007.
    • (2007) J. Amer. College Cardiol , vol.50 , Issue.1 , pp. 1-13
    • Orourke, M.F.1    Hashimoto, J.2
  • 16
    • 70350775180 scopus 로고
    • Measurements of Youngs modulus of the canine aorta in-vivo with 10 MHz ultrasound
    • D. J. Hughes et al., "Measurements of Youngs modulus of the canine aorta in-vivo with 10 MHz ultrasound, " in Proc. Ultrasonics Symp., 1978, pp. 326-326.
    • (1978) Proc. Ultrasonics Symp , pp. 326
    • Hughes, D.J.1
  • 18
    • 29344444590 scopus 로고
    • Pulse transit time: Relationship to blood pressure
    • P. A. Obrist et al., "Pulse transit time: Relationship to blood pressure, " Behavior Res. Methods Instrum., vol. 10, no. 5, pp. 623-626, 1978.
    • (1978) Behavior Res. Methods Instrum , vol.10 , Issue.5 , pp. 623-626
    • Obrist, P.A.1
  • 19
    • 84946706040 scopus 로고    scopus 로고
    • Ballistocardiogram as proximal timing reference for pulse transit time measurement: Potential for cuffless blood pressure monitoring
    • Nov
    • C. Kim et al., "Ballistocardiogram as proximal timing reference for pulse transit time measurement: Potential for cuffless blood pressure monitoring, " IEEE Trans. Biomed. Eng., vol. 62, no. 11, pp. 2657-2664, Nov. 2015.
    • (2015) IEEE Trans. Biomed. Eng , vol.62 , Issue.11 , pp. 2657-2664
    • Kim, C.1
  • 20
    • 14844283547 scopus 로고    scopus 로고
    • PhysioBank, PhysioToolkit, and PhysioNet : Components of a new research resource for complex physiologic signals
    • A. L. Goldberger et al., "PhysioBank, PhysioToolkit, and PhysioNet : Components of a new research resource for complex physiologic signals, " Circulation, vol. 101, no. 23, pp. e215-e220, 2000.
    • (2000) Circulation , vol.101 , Issue.23 , pp. e215-e220
    • Goldberger, A.L.1
  • 22
    • 84954208007 scopus 로고    scopus 로고
    • Various approaches to minimise noises in ECG signal: A survey
    • B. Singh et al., "Various approaches to minimise noises in ECG signal: A survey, " in Proc. 5th Int. Conf. Adv. Comput. Commun. Technol., 2015, pp. 131-137.
    • (2015) Proc. 5th Int. Conf. Adv. Comput. Commun. Technol , pp. 131-137
    • Singh, B.1
  • 23
    • 33646153511 scopus 로고    scopus 로고
    • Optimal selection of wavelet basis function applied to ECG signal denoising
    • B. N. Singh et al., "Optimal selection of wavelet basis function applied to ECG signal denoising, " Digital Signal Process., vol. 16, no. 3, pp. 275-287, 2006.
    • (2006) Digital Signal Process , vol.16 , Issue.3 , pp. 275-287
    • Singh, B.N.1
  • 24
    • 0041958932 scopus 로고
    • Ideal spatial adaptation by wavelet shrinkage
    • D. L. Donoho et al., "Ideal spatial adaptation by wavelet shrinkage, " Biometrika, vol. 81, no. 3, pp. 425-455, 1994.
    • (1994) Biometrika , vol.81 , Issue.3 , pp. 425-455
    • Donoho, D.L.1
  • 25
    • 0029307534 scopus 로고
    • De-noising by soft-Thresholding
    • May
    • D. Donoho, "De-noising by soft-Thresholding, " IEEE Trans. Inf. Theory, vol. 41, no. 3, pp. 613-627, May 1995.
    • (1995) IEEE Trans. Inf. Theory , vol.41 , Issue.3 , pp. 613-627
    • Donoho, D.1
  • 26
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • May
    • C.-C. Chang and C.-J. Lin, "LIBSVM: A library for support vector machines, " ACM Trans. Intell. Syst. Technol., vol. 2, no. 3, pp. 27-1-27-27, May 2011.
    • (2011) ACM Trans. Intell. Syst. Technol , vol.2 , Issue.3 , pp. 271-2727
    • Chang, C.-C.1    Lin, C.-J.2
  • 27
    • 80555140075 scopus 로고    scopus 로고
    • Scikit-learn: Machine learning in Python
    • F. Pedregosa et al., "Scikit-learn: Machine learning in Python, " J. Mach. Learn. Res., vol. 12, pp. 2825-2830, 2011.
    • (2011) J. Mach. Learn. Res , vol.12 , pp. 2825-2830
    • Pedregosa, F.1
  • 28
    • 0000201141 scopus 로고    scopus 로고
    • Improving regressors using boosting techniques
    • H. Drucker, "Improving regressors using boosting techniques, " in Proc. 14th Int. Conf. Mach. Learn., 1997, pp. 107-115.
    • (1997) Proc. 14th Int. Conf. Mach. Learn , pp. 107-115
    • Drucker, H.1
  • 29
    • 84870212079 scopus 로고    scopus 로고
    • On the analysis of fingertip photoplethysmogram signals
    • M. Elgendi, "On the analysis of fingertip photoplethysmogram signals, " Current Cardiol. Rev., vol. 8, no. 1, pp. 14-25, 2012.
    • (2012) Current Cardiol. Rev , vol.8 , Issue.1 , pp. 14-25
    • Elgendi, M.1
  • 30
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Oct
    • L. Breiman, "Random forests, " Mach. Learn., vol. 45, no. 1, pp. 5-32, Oct. 2001.
    • (2001) Mach. Learn , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 32
    • 84946238777 scopus 로고    scopus 로고
    • Cuff-less high-Accuracy calibration-free blood pressure estimation using pulse transit time
    • May
    • M. Kachuee et al., "Cuff-less high-Accuracy calibration-free blood pressure estimation using pulse transit time, " in Proc. IEEE Int. Symp. Circuits Syst., May. 2015, pp. 1006-1009.
    • (2015) Proc IEEE Int. Symp. Circuits Syst , pp. 1006-1009
    • Kachuee, M.1
  • 33
    • 77952728887 scopus 로고    scopus 로고
    • Blood pressure tracking capabilities of pulse transit times in different arterial segments: A clinical evaluation
    • Sep
    • C. Douniama et al., "Blood pressure tracking capabilities of pulse transit times in different arterial segments: A clinical evaluation, " in Proc. 36th Annu. Comput. Cardiol. Conf., Sep. 2009, pp. 201-204.
    • (2009) Proc. 36th Annu. Comput. Cardiol. Conf , pp. 201-204
    • Douniama, C.1
  • 34
    • 33644822671 scopus 로고    scopus 로고
    • Pulse transit time measured from the ECG: An unreliable marker of beat-To-beat blood pressure
    • R. A. Payne et al., "Pulse transit time measured from the ECG: An unreliable marker of beat-To-beat blood pressure, " J. Appl. Physiol., vol. 100, no. 1, pp. 136-141, 2005.
    • (2005) J. Appl. Physiol , vol.100 , Issue.1 , pp. 136-141
    • Payne, R.A.1
  • 35
    • 84906850902 scopus 로고    scopus 로고
    • A new image blood pressure sensor based on PPG, RRT, BPTT, and harmonic balancing
    • Oct
    • S. C. Huang et al., "A new image blood pressure sensor based on PPG, RRT, BPTT, and harmonic balancing, " IEEE Sensors J., vol. 14, no. 10, pp. 3685-3692, Oct. 2014.
    • (2014) IEEE Sensors J , vol.14 , Issue.10 , pp. 3685-3692
    • Huang, S.C.1
  • 36
    • 0025071770 scopus 로고
    • The British Hypertension Society protocol for the evaluation of automated and semi-Automated blood pressure measuring devices with special reference to ambulatory systems
    • E. O. Brien et al., "The British Hypertension Society protocol for the evaluation of automated and semi-Automated blood pressure measuring devices with special reference to ambulatory systems, " J. Hypertension, vol. 8, no. 7, pp. 607-619, 1990.
    • (1990) J. Hypertension , vol.8 , Issue.7 , pp. 607-619
    • Brien, E.O.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.