Literature DB >> 22333976

Electrocardiogram-assisted blood pressure estimation.

Saif Ahmad1, Silu Chen, Karen Soueidan, Izmail Batkin, Miodrag Bolic, Hilmi Dajani, Voicu Groza.   

Abstract

Accurate automatic noninvasive assessment of blood pressure (BP) presents a challenge due to conditions like arrhythmias, obesity, and postural changes that tend to obfuscate arterial amplitude pulsations sensed by the cuff. Researchers tried to overcome this challenge by analyzing oscillometric pulses with the aid of a higher fidelity signal-the electrocardiogram (ECG). Moreover, pulse transit time (PTT) was employed to provide an additional method for BP estimation. However, these methods were not fully developed, suitably integrated, or tested. To address these issues, we present a novel method whereby ECG-assisted oscillometric and PTT (measured between ECG R-peaks and maximum slope of arterial pulse peaks) analyses are seamlessly integrated into the oscillometric BP measurement paradigm. The method bolsters oscillometric analysis (amplitude modulation) with more reliable ECG R-peaks provides a complementary measure with PTT analysis (temporal modulation) and fuses this information for robust BP estimation. We have integrated this technology into a prototype that comprises a BP cuff with an embedded conductive fabric ECG electrode, associated hardware, and algorithms. A pilot study has been undertaken on ten healthy subjects (150 recordings) to validate the performance of our prototype against United States Food and Drug Administration approved Omron oscillometric monitor (HEM-790IT). Our prototype achieves mean absolute difference of less than 5 mmHg and grade A as per the British Hypertension Society protocol for estimating BP, with the reference Omron monitor.

Entities:  

Mesh:

Year:  2012        PMID: 22333976     DOI: 10.1109/TBME.2011.2180019

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


  5 in total

1.  Non-thrust cervical manipulations reduce short-term pain and decrease systolic blood pressure during intervention in mechanical neck pain: a randomized clinical trial.

Authors:  Emmanuel Yung; Cheongeun Oh; Michael Wong; Jason K Grimes; Erica Mae Barton; Muhammad I Ali; Allison Breakey
Journal:  J Man Manip Ther       Date:  2019-08-04

2.  Systolic peak foot-to-apex time interval, a novel oscillometric technique for systolic blood pressure measurement.

Authors:  Amir M Benmira; Antonia Perez-Martin; Sarah Coudray; Iris Schuster; Isabelle Aichoun; Jérémy Laurent; Fethi Bereski-Reguig; Michel Dauzat
Journal:  J Hypertens       Date:  2017-05       Impact factor: 4.844

3.  A blood pressure monitoring method for stroke management.

Authors:  Heather Ting Ma
Journal:  Biomed Res Int       Date:  2014-08-17       Impact factor: 3.411

4.  Non-Invasive Blood Pressure Estimation from ECG Using Machine Learning Techniques.

Authors:  Monika Simjanoska; Martin Gjoreski; Matjaž Gams; Ana Madevska Bogdanova
Journal:  Sensors (Basel)       Date:  2018-04-11       Impact factor: 3.576

5.  A Chair-Based Unconstrained/Nonintrusive Cuffless Blood Pressure Monitoring System Using a Two-Channel Ballistocardiogram.

Authors:  Kwang Jin Lee; Jongryun Roh; Dongrae Cho; Joonho Hyeong; Sayup Kim
Journal:  Sensors (Basel)       Date:  2019-01-31       Impact factor: 3.576

  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.