Photoplethysmogram analysis and applications: an integrative review

J Park, HS Seok, SS Kim, H Shin - Frontiers in Physiology, 2022 - frontiersin.org
Beyond its use in a clinical environment, photoplethysmogram (PPG) is increasingly used for
measuring the physiological state of an individual in daily life. This review aims to examine …

[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 …

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 …

Toward ubiquitous blood pressure monitoring via pulse transit time: theory and practice

R Mukkamala, JO Hahn, OT Inan… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Ubiquitous blood pressure (BP) monitoring is needed to improve hypertension detection and
control and is becoming feasible due to recent technological advances such as in wearable …

Emerging sensing and modeling technologies for wearable and cuffless blood pressure monitoring

L Zhao, C Liang, Y Huang, G Zhou, Y **ao, N Ji… - npj Digital …, 2023 - nature.com
Cardiovascular diseases (CVDs) are a leading cause of death worldwide. For early
diagnosis, intervention and management of CVDs, it is highly desirable to frequently monitor …

Deep learning models for cuffless blood pressure monitoring from PPG signals using attention mechanism

C El-Hajj, PA Kyriacou - Biomedical Signal Processing and Control, 2021 - Elsevier
Hypertension or high blood pressure is a major health problem worldwide and primary risk
factor for cardiovascular disease. Blood pressure is one of the four vital signs that provides …

Cuff-less high-accuracy calibration-free blood pressure estimation using pulse transit time

M Kachuee, MM Kiani… - … on circuits and …, 2015 - ieeexplore.ieee.org
Recently a few methods have been proposed in the literature for non-invasive cuff-less
estimation of systolic and diastolic blood pressures. One of the most prominent methods is to …

Continuous cuffless blood pressure estimation using pulse transit time and photoplethysmogram intensity ratio

XR Ding, YT Zhang, J Liu, WX Dai… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
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 …

Cuff-less and continuous blood pressure monitoring: a methodological review

M Sharma, K Barbosa, V Ho, D Griggs, T Ghirmai… - Technologies, 2017 - mdpi.com
Blood pressure (BP) is one of the most important monitoring parameters in clinical medicine.
For years, the cuff-based sphygmomanometer and the arterial invasive line have been the …

A survey: From shallow to deep machine learning approaches for blood pressure estimation using biosensors

S Maqsood, S Xu, S Tran, S Garg, M Springer… - Expert Systems with …, 2022 - Elsevier
Over the past two decades, machine learning systems have been proliferating in the
healthcare industry domains, such as digital health, fitness tracking, patient monitoring, and …