Literature DB >> 28268912

Photoplethysmography derivatives and pulse transit time in overnight blood pressure monitoring.

Sobhan Salari Shahrbabaki, Beena Ahmed, Thomas Penzel, Dean Cvetkovic.   

Abstract

Overnight continuous blood pressure measurement provides simultaneous monitoring of blood pressure and sleep architecture. By this means, we are able to investigate whether different sleep events are associated to blood pressure fluctuations. In this paper, we used the Pulse Transit Time (PTT) to develop and evaluate functions for measurement of blood pressure. We focused on the first and second derivatives of fingertip Photoplethysmography (PPG) recordings to detect PPG critical points. By applying R wave of ECG and PPG critical points, we created two PTT-based models for estimation of systolic and diastolic blood pressure (SBP and DBP). Seven subjects polysomnography datasets that contained PPG, ECG and blood pressure recordings were utilised to validate and compare developed PTT-BP functions. Results found that if the peak of the first derivative of PPG (VPG) was considered as the pulse pressure arrival point, the resulted PTT (PTTV) would more accurately predict both SBP and DBP. The average R-squared coefficient for SBP and DBP were correspondingly 0.593 and 0.416. The obtained mean error for PTTV based functions in SBP was ±3.96 mmHg with standard deviation of 1.41 mmHg and in DBP was ±6.88 mmHg with standard deviation of 3.03 mmHg. We concluded PTT detected from VPG is a reliable and suitable maker for overnight continuous blood pressure monitoring.

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Year:  2016        PMID: 28268912     DOI: 10.1109/EMBC.2016.7591325

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  4 in total

1.  Toward Generating More Diagnostic Features from Photoplethysmogram Waveforms.

Authors:  Mohamed Elgendi; Yongbo Liang; Rabab Ward
Journal:  Diseases       Date:  2018-03-11

2.  Noninvasive Hemoglobin Level Prediction in a Mobile Phone Environment: State of the Art Review and Recommendations.

Authors:  Md Kamrul Hasan; Md Hasanul Aziz; Md Ishrak Islam Zarif; Mahmudul Hasan; Mma Hashem; Shion Guha; Richard R Love; Sheikh Ahamed
Journal:  JMIR Mhealth Uhealth       Date:  2021-04-08       Impact factor: 4.773

3.  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

Review 4.  Multimodal Photoplethysmography-Based Approaches for Improved Detection of Hypertension.

Authors:  Kaylie Welykholowa; Manish Hosanee; Gabriel Chan; Rachel Cooper; Panayiotis A Kyriacou; Dingchang Zheng; John Allen; Derek Abbott; Carlo Menon; Nigel H Lovell; Newton Howard; Wee-Shian Chan; Kenneth Lim; Richard Fletcher; Rabab Ward; Mohamed Elgendi
Journal:  J Clin Med       Date:  2020-04-22       Impact factor: 4.241

  4 in total

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