Literature DB >> 24760899

An armband wearable device for overnight and cuff-less blood pressure measurement.

Ya-Li Zheng, Bryan P Yan, Yuan-Ting Zhang, Carmen C Y Poon.   

Abstract

24-h blood pressure (BP) has significant prognostic value for cardiovascular risk screening, but the present BP devices are mainly cuff-based, which are unsuitable for long-term BP measurement, especially during nighttime. In this paper, we developed an armband wearable pulse transit time (PTT) system for 24-h cuff-less BP measurement and evaluated it in an unattended out-of-laboratory setting. Ten healthy young subjects participated in this ambulatory study, where PTT was measured at 30-min interval by this wearable system and the reference BP was measured by a standard oscillometric ambulatory BP monitor. Due to the misalignment of BP and PTT on their recording time caused by the different measurement principles of the two BP devices, a new estimation method has been proposed: transients in PTT were removed from the raw data by defined criteria, and then evenly interpolated, low-pass filtered, and resampled to synchronize at the time when BP was recorded. The results show that with the proposed method, the correlation between PTT and systolic BP (SBP) during nighttime with dynamic range of 21.8 ± 14.2 mmHg has improved from -0.50 ± 0.24 to -0.62 ± 0.20 , and the difference between the estimated and reference SBP has improved from 0.7 ± 10.7 to 2.8 ± 8.2 mmHg with root mean square error reduced from 10.7 to 8.7 mmHg. In addition, the correlation between a very low frequency component of SBP and PTT obtained from the proposed method during nighttime is -0.80 ± 0.10 and the difference is 2.4 ± 5.7 mmHg for a dynamic BP range of 13.5 ± 8.0 mmHg. It is therefore concluded from this study that the proposed wearable system has great potential to be used for overnight SBP monitoring, especially to measure the averaged SBP over a long period.

Mesh:

Year:  2014        PMID: 24760899     DOI: 10.1109/TBME.2014.2318779

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


  27 in total

1.  The Effect of Electrode Designs Based on the Anatomical Heart Location for the Non-Contact Heart Activity Measurement.

Authors:  Sun Ok Gi; Young-Jae Lee; Hye Ran Koo; Seung Pyo Lee; Kang-Hwi Lee; Kyeng-Nam Kim; Seung-Jin Kang; Joo Hyeon Lee; Jeong-Whan Lee
Journal:  J Med Syst       Date:  2015-10-21       Impact factor: 4.460

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.  Regulation of Cell Behavior by Hydrostatic Pressure.

Authors:  Shaobao Liu; Ru Tao; Ming Wang; Jin Tian; Guy M Genin; Tian Jian Lu; Feng Xu
Journal:  Appl Mech Rev       Date:  2019-07-23       Impact factor: 7.281

4.  Blood Pressure Cuff Inflation Briefly Increases Female Adolescents' Restlessness During Sleep on the First But Not Second Night of Ambulatory Blood Pressure Monitoring.

Authors:  H Matthew Lehrer; Gehui Zhang; Karen A Matthews; Robert T Krafty; Marissa A Evans; Briana J Taylor; Martica H Hall
Journal:  Psychosom Med       Date:  2022-06-24       Impact factor: 3.864

Review 5.  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

6.  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

7.  Pulse Arrival Time Based Cuff-Less and 24-H Wearable Blood Pressure Monitoring and its Diagnostic Value in Hypertension.

Authors:  Yali Zheng; Carmen C Y Poon; Bryan P Yan; James Y W Lau
Journal:  J Med Syst       Date:  2016-07-22       Impact factor: 4.460

8.  Toward Ubiquitous Blood Pressure Monitoring via Pulse Transit Time: Theory and Practice.

Authors:  Ramakrishna Mukkamala; Jin-Oh Hahn; Omer T Inan; Lalit K Mestha; Chang-Sei Kim; Hakan Töreyin; Survi Kyal
Journal:  IEEE Trans Biomed Eng       Date:  2015-06-05       Impact factor: 4.538

9.  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

Review 10.  A Wearable Tele-Health System towards Monitoring COVID-19 and Chronic Diseases.

Authors:  Wei Jiang; Sumit Majumder; Samarth Kumar; Sophini Subramaniam; Xiaohe Li; Ridha Khedri; Tapas Mondal; Mansour Abolghasemian; Imran Satia; M Jamal Deen
Journal:  IEEE Rev Biomed Eng       Date:  2022-01-20
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