Blood pressure estimation from appropriate and inappropriate PPG signals using A whole-based method

SS Mousavi, M Firouzmand, M Charmi… - … Signal Processing and …, 2019 - Elsevier
Background and objective Blood pressure (BP) is one of the four vital signals that provides
valuable medical information about the cardiovascular activity. In recent years, extensive …

Blood pressure estimation using photoplethysmogram signal and its morphological features

N Hasanzadeh, MM Ahmadi… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
In this paper, we present a machine learning model to estimate the blood pressure (BP) of a
person using only his photoplethysmogram (PPG) signal. We propose algorithms to better …

[HTML][HTML] A review of machine learning techniques in photoplethysmography for the non-invasive cuff-less measurement of blood pressure

C El-Hajj, PA Kyriacou - Biomedical Signal Processing and Control, 2020 - Elsevier
Hypertension or high blood pressure is a leading cause of death throughout the world and a
critical factor for increasing the risk of serious diseases, including cardiovascular diseases …

[PDF][PDF] Cuffless blood pressure estimation based on photoplethysmography signal and its second derivative

M Liu, LM Po, H Fu - International Journal of Computer Theory …, 2017 - researchgate.net
In personal healthcare, blood pressure (BP) is an important vital sign to be monitored
frequently. However, traditional BP measurement devices require cuff's inflation and …

Cuffless blood pressure estimation using single channel photoplethysmography: a two-step method

SG Khalid, H Liu, T Zia, J Zhang, F Chen… - IEEE Access, 2020 - ieeexplore.ieee.org
Traditional cuff-based blood pressure (BP) monitoring procedure causes inconvenience and
discomfort to the users. To overcome these limitations, cuffless BP estimation based on …

Blood pressure estimation using photoplethysmography only: comparison between different machine learning approaches

SG Khalid, J Zhang, F Chen… - Journal of healthcare …, 2018 - Wiley Online Library
Introduction. Blood pressure (BP) has been a potential risk factor for cardiovascular
diseases. BP measurement is one of the most useful parameters for early diagnosis …

Central blood pressure estimation from distal PPG measurement using semiclassical signal analysis features

P Li, TM Laleg-Kirati - IEEE Access, 2021 - ieeexplore.ieee.org
Background and objective: Blood pressure (BP) is one of the crucial indicators that contains
valuable medical information about cardiovascular activities. Developing …

Cuffless blood pressure estimation algorithms for continuous health-care monitoring

M Kachuee, MM Kiani… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Goal: Continuous blood pressure (BP) monitoring can provide invaluable information about
individuals' health conditions. However, BP is conventionally measured using inconvenient …

Estimating blood pressure using Windkessel model on photoplethysmogram

AD Choudhury, R Banerjee, A Sinha… - 2014 36th annual …, 2014 - ieeexplore.ieee.org
Simple and non-invasive methods to estimate vital signs are very important for preventive
healthcare. In this paper, we present a methodology to estimate Blood Pressure (BP) using …

New photoplethysmogram indicators for improving cuffless and continuous blood pressure estimation accuracy

WH Lin, H Wang, OW Samuel, G Liu… - Physiological …, 2018 - iopscience.iop.org
Objective: The accuracy of cuffless and continuous blood pressure (BP) estimation has been
improved, but it is still unsatisfactory for clinical uses. This study was designed to further …