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

L Zhao, C Liang, Y Huang, G Zhou, Y Xiao, 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 …

Advances in cuffless continuous blood pressure monitoring technology based on PPG signals

C Qin, X Wang, G Xu, X Ma - BioMed Research International, 2022 - Wiley Online Library
Objective. To review the progress of research on photoplethysmography‐(PPG‐) based
cuffless continuous blood pressure monitoring technologies and prospect the challenges …

Continuous blood pressure monitoring using photoplethysmography and electrocardiogram signals by random forest feature selection and GWO-GBRT prediction …

S Liu, Z Huang, J Zhu, B Liu, P Zhou - Biomedical Signal Processing and …, 2024 - Elsevier
Blood pressure (BP) is an important indicator of a person's cardiovascular status, but
accurate, continuous BP monitoring remains a challenge. To improve the monitoring …

Real-Time Blood Pressure Prediction Using Apache Spark and Kafka Machine Learning

A Farki, EA Noughabi - 2023 9th International Conference on …, 2023 - ieeexplore.ieee.org
Using a mix of machine learning algorithms and big data tools, particularly Apache Spark
and also Apache Kafka, this research provides a new method for real-time blood pressure …

A novel cuffless blood pressure prediction: uncovering new features and new hybrid ML models

M Nour, K Polat, Ü Şentürk, M Arıcan - Diagnostics, 2023 - mdpi.com
This paper investigates new feature extraction and regression methods for predicting
cuffless blood pressure from PPG signals. Cuffless blood pressure is a technology that …

A Novel Convolutional Neural Network Deep Learning Implementation for Cuffless Heart Rate and Blood Pressure Estimation

G Bossavi, R Yan, M Irfan - Applied Sciences, 2023 - mdpi.com
Cardiovascular diseases (CVDs) affect components of the circulatory system responsible for
transporting blood through blood vessels. The measurement of the mechanical force acting …

Meta-Analysis of Pulse Transition Features in Non-Invasive Blood Pressure Estimation Systems: Bridging Physiology and Engineering Perspectives

H Mohammed, HB Chen, Y Li, N Sabor… - … Circuits and Systems, 2023 - ieeexplore.ieee.org
The pulse transition features (PTFs), including pulse arrival time (PAT) and pulse transition
time (PTT), hold significant importance in estimating non-invasive blood pressure (NIBP) …

Cuff-less wearable biosensor in continuous noninvasive human radial artery pulse waveform and blood pressure measurement using self-mixing interferometry

Y Zhao, X Yao, J Hu, Z Zhang, T Chen - Optics Express, 2024 - opg.optica.org
In this paper, we propose a compact, wearable biosensor for the noninvasive measurement
of human radial artery pulse waveform curve (PWC) and blood pressure (BP). In this system …

AMRUNet: An Attention-Guided MultiResUNet for Continuous Noninvasive Blood Pressure Estimation

R Zhao, Y Lu, L Li, H Ge, X Fu - 2024 International Joint …, 2024 - ieeexplore.ieee.org
Cardiovascular diseases (CVDs) are the leading cause of global morbidity and mortality,
necessitating the precise and continuous monitoring of blood pressure for proactive …

Fact Finding Instructor-based Clustering Technique for BP Estimation using Human Speech Signals

V Rajput, P Mulay - Computer Methods in Biomechanics and …, 2024 - Taylor & Francis
Blood Pressure (BP) is considered an essential factor that provides information regarding
cardiovascular function. Regular monitoring of the BP is required for proper healthcare …