Literature DB >> 26415147

Continuous Cuffless Blood Pressure Estimation Using Pulse Transit Time and Photoplethysmogram Intensity Ratio.

Xiao-Rong Ding, Yuan-Ting Zhang, Jing Liu, Wen-Xuan Dai, Hon Ki Tsang.   

Abstract

Pulse transit time (PTT) has attracted much interest for cuffless blood pressure (BP) measurement. However, its limited accuracy is one of the main problems preventing its widespread acceptance. Arterial BP oscillates mainly at high frequency (HF) because of respiratory activity, and at low frequency (LF) because of vasomotor tone. Prior studies suggested that PTT can track BP variation in HF range, but was inadequate to follow the LF variation, which is probably the main reason for its unsatisfactory accuracy. This paper presents a new indicator, the photoplethysmogram intensity ratio (PIR), which can be affected by changes in the arterial diameter, and, thus, trace the LF variation of BP. Spectral analysis of BP, PTT, PIR, and respiratory signal confirmed that PTT was related to BP in HF at the respiratory frequency, while PIR was associated with BP in LF range. We, therefore, develop a novel BP estimation algorithm by using both PTT and PIR. The proposed algorithm was validated on 27 healthy subjects with continuous Finapres BP as reference. The results showed that the mean ± standard deviation (SD) for the estimated systolic, diastolic, and mean BP with the proposed method against reference were -0.37 ±5.21, -0.08 ±4.06, -0.18 ±4.13 mmHg, and mean absolute difference (MAD) were 4.09, 3.18, 3.18 mmHg, respectively. Furthermore, the proposed method outperformed the two most cited PTT algorithms for about 2 mmHg in SD and MAD. These results demonstrated that the proposed BP model using PIR and PTT can estimate continuous BP with improved accuracy.

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Year:  2015        PMID: 26415147     DOI: 10.1109/TBME.2015.2480679

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  43 in total

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2.  Toward Ubiquitous Blood Pressure Monitoring via Pulse Transit Time: Predictions on Maximum Calibration Period and Acceptable Error Limits.

Authors:  Ramakrishna Mukkamala; Jin-Oh Hahn
Journal:  IEEE Trans Biomed Eng       Date:  2017-09-22       Impact factor: 4.538

Review 3.  Blood Pressure Assessment in Adults in Clinical Practice and Clinic-Based Research: JACC Scientific Expert Panel.

Authors:  Paul Muntner; Paula T Einhorn; William C Cushman; Paul K Whelton; Natalie A Bello; Paul E Drawz; Beverly B Green; Daniel W Jones; Stephen P Juraschek; Karen L Margolis; Edgar R Miller; Ann Marie Navar; Yechiam Ostchega; Michael K Rakotz; Bernard Rosner; Joseph E Schwartz; Daichi Shimbo; George S Stergiou; Raymond R Townsend; Jeff D Williamson; Jackson T Wright; Lawrence J Appel
Journal:  J Am Coll Cardiol       Date:  2019-01-29       Impact factor: 24.094

4.  Optical blood pressure estimation with photoplethysmography and FFT-based neural networks.

Authors:  Xiaoman Xing; Mingshan Sun
Journal:  Biomed Opt Express       Date:  2016-07-12       Impact factor: 3.732

5.  Estimation of Pulse Transit Time as a Function of Blood Pressure Using a Nonlinear Arterial Tube-Load Model.

Authors:  Mingwu Gao; Hao-Min Cheng; Shih-Hsien Sung; Chen-Huan Chen; Nicholas Bari Olivier; Ramakrishna Mukkamala
Journal:  IEEE Trans Biomed Eng       Date:  2016-09-22       Impact factor: 4.538

Review 6.  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

7.  2022 Guidelines of the Taiwan Society of Cardiology and the Taiwan Hypertension Society for the Management of Hypertension.

Authors:  Tzung-Dau Wang; Chern-En Chiang; Ting-Hsing Chao; Hao-Min Cheng; Yen-Wen Wu; Yih-Jer Wu; Yen-Hung Lin; Michael Yu-Chih Chen; Kwo-Chang Ueng; Wei-Ting Chang; Ying-Hsiang Lee; Yu-Chen Wang; Pao-Hsien Chu; Tzu-Fan Chao; Hsien-Li Kao; Charles Jia-Yin Hou; Tsung-Hsien Lin
Journal:  Acta Cardiol Sin       Date:  2022-05       Impact factor: 1.800

8.  The B-Score is a novel metric for measuring the true performance of blood pressure estimation models.

Authors:  Tomas L Bothe; Andreas Patzak; Niklas Pilz
Journal:  Sci Rep       Date:  2022-07-16       Impact factor: 4.996

9.  Pulse Transit Time Based Continuous Cuffless Blood Pressure Estimation: A New Extension and A Comprehensive Evaluation.

Authors:  Xiaorong Ding; Bryan P Yan; Yuan-Ting Zhang; Jing Liu; Ni Zhao; Hon Ki Tsang
Journal:  Sci Rep       Date:  2017-09-14       Impact factor: 4.379

10.  Cuffless Blood Pressure Measurement Using a Smartphone-Case Based ECG Monitor with Photoplethysmography in Hypertensive Patients.

Authors:  Zhanna Sagirova; Natalia Kuznetsova; Nana Gogiberidze; Daria Gognieva; Aleksandr Suvorov; Petr Chomakhidze; Stefano Omboni; Hugo Saner; Philippe Kopylov
Journal:  Sensors (Basel)       Date:  2021-05-19       Impact factor: 3.576

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