Literature DB >> 29120347

Cuff-less blood pressure measurement from dual-channel photoplethysmographic signals via peripheral pulse transit time with singular spectrum analysis.

Yang Wang1, Zhiwen Liu, Shaodong Ma.   

Abstract

OBJECTIVE: This paper proposes an unobtrusive blood pressure (BP) measurement system design with a motion artifact (MA) compensation strategy as a potential surrogate to the traditional cuff-based sphygmomanometer for self-monitoring in a less restricted environment. APPROACH: A dual-channel photoplethysmographic signal acquisition system is designed and implemented for cuff-less BP measurement based on the peripheral pulse transit time (PPTT) acquired from the forearm and wrist. Comprising a motion decision, singular spectrum analysis, PPTT calculation and BP measurement, a novel approach is proposed to realize BP measurements and suppress MA interference. MAIN
RESULTS: Compared with the reference BP recorded by a cuff-based sphygmomanometer, our preliminary examinations on 30 subjects found that the correlation coefficients for systolic BP estimation and diastolic BP estimation were 0.75 and 0.78, and the mean absolute differences were 7.61 mmHg and 6.82 mmHg, respectively. Meanwhile, the proposed approach was compared with the other most widely used pulse transit time (PTT) measuring methods and BP-PTT models. All the results indicate that our work was highly effective in realizing the BP measurement. SIGNIFICANCE: The proposed system and approach have resulted in remarkable progress in cuff-less BP measurements with MA removal, and have great potential value in wearable applications without environmental restrictions.

Mesh:

Year:  2018        PMID: 29120347     DOI: 10.1088/1361-6579/aa996d

Source DB:  PubMed          Journal:  Physiol Meas        ISSN: 0967-3334            Impact factor:   2.833


  8 in total

1.  Cuffless Blood Pressure Monitoring from an Array of Wrist Bio-Impedance Sensors Using Subject-Specific Regression Models: Proof of Concept.

Authors:  Bassem Ibrahim; Roozbeh Jafari
Journal:  IEEE Trans Biomed Circuits Syst       Date:  2019-10-10       Impact factor: 3.833

Review 2.  Cuffless Blood Pressure Monitoring: Academic Insights and Perspectives Analysis.

Authors:  Shiyun Li; Can Zhang; Zhirui Xu; Lihua Liang; Ye Tian; Long Li; Huaping Wu; Sheng Zhong
Journal:  Micromachines (Basel)       Date:  2022-07-30       Impact factor: 3.523

3.  Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks.

Authors:  Lida Zhang; Nathan C Hurley; Bassem Ibrahim; Erica Spatz; Harlan M Krumholz; Roozbeh Jafari; Bobak J Mortazavi
Journal:  Proc Mach Learn Res       Date:  2020-08

4.  Blood Pressure Estimation Using On-body Continuous Wave Radar and Photoplethysmogram in Various Posture and Exercise Conditions.

Authors:  Malikeh Pour Ebrahim; Fatemeh Heydari; Taiyang Wu; Katherine Walker; Keith Joe; Jean-Michel Redoute; Mehmet Rasit Yuce
Journal:  Sci Rep       Date:  2019-11-08       Impact factor: 4.379

Review 5.  Multi-Site Photoplethysmography Technology for Blood Pressure Assessment: Challenges and Recommendations.

Authors:  Gabriel Chan; Rachel Cooper; Manish Hosanee; Kaylie Welykholowa; Panayiotis A Kyriacou; Dingchang Zheng; John Allen; Derek Abbott; Nigel H Lovell; Richard Fletcher; Mohamed Elgendi
Journal:  J Clin Med       Date:  2019-11-01       Impact factor: 4.241

6.  Baroreflex Sensitivity Measured by Pulse Photoplethysmography.

Authors:  Jesús Lázaro; Eduardo Gil; Michele Orini; Pablo Laguna; Raquel Bailón
Journal:  Front Neurosci       Date:  2019-04-18       Impact factor: 4.677

7.  Multimodal Monitoring of Cardiovascular Responses to Postural Changes.

Authors:  Arjen Mol; Andrea B Maier; Richard J A van Wezel; Carel G M Meskers
Journal:  Front Physiol       Date:  2020-03-03       Impact factor: 4.566

Review 8.  Assessing hemodynamics from the photoplethysmogram to gain insights into vascular age: a review from VascAgeNet.

Authors:  Peter H Charlton; Birutė Paliakaitė; Kristjan Pilt; Martin Bachler; Serena Zanelli; Dániel Kulin; John Allen; Magid Hallab; Elisabetta Bianchini; Christopher C Mayer; Dimitrios Terentes-Printzios; Verena Dittrich; Bernhard Hametner; Dave Veerasingam; Dejan Žikić; Vaidotas Marozas
Journal:  Am J Physiol Heart Circ Physiol       Date:  2021-12-24       Impact factor: 4.733

  8 in total

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