[HTML][HTML] Recent advances in non-invasive blood pressure monitoring and prediction using a machine learning approach
Blood pressure (BP) monitoring can be performed either invasively via arterial
catheterization or non-invasively through a cuff sphygmomanometer. However, for …
catheterization or non-invasively through a cuff sphygmomanometer. However, for …
[HTML][HTML] Advancement in the cuffless and noninvasive measurement of blood pressure: A review of the literature and open challenges
MMR Khan Mamun, A Sherif - Bioengineering, 2022 - mdpi.com
Hypertension is a chronic condition that is one of the prominent reasons behind
cardiovascular disease, brain stroke, and organ failure. Left unnoticed and untreated, the …
cardiovascular disease, brain stroke, and organ failure. Left unnoticed and untreated, the …
[HTML][HTML] Non-Invasive Blood Pressure Sensing via Machine Learning
In this paper, a machine learning (ML) approach to estimate blood pressure (BP) using
photoplethysmography (PPG) is presented. The final aim of this paper was to develop ML …
photoplethysmography (PPG) is presented. The final aim of this paper was to develop ML …
[HTML][HTML] A non-invasive continuous blood pressure estimation approach based on machine learning
S Chen, Z Ji, H Wu, Y Xu - Sensors, 2019 - mdpi.com
Considering the existing issues of traditional blood pressure (BP) measurement methods
and non-invasive continuous BP measurement techniques, this study aims to establish the …
and non-invasive continuous BP measurement techniques, this study aims to establish the …
Advances in non-invasive blood pressure measurement techniques
T Panula, JP Sirkiä, D Wong… - IEEE Reviews in …, 2022 - ieeexplore.ieee.org
Hypertension, or elevated blood pressure (BP), is a marker for many cardiovascular
diseases and can lead to life threatening conditions such as heart failure, coronary artery …
diseases and can lead to life threatening conditions such as heart failure, coronary artery …
Artificial intelligence based blood pressure estimation from auscultatory and oscillometric waveforms: a methodological review
Cardiovascular disease is known as the number one cause of death globally, with elevated
blood pressure (BP) being the single largest risk factor. Hence, BP is an important …
blood pressure (BP) being the single largest risk factor. Hence, BP is an important …
Continuous cuffless and non-invasive measurement of arterial blood pressure—concepts and future perspectives
N Pilz, A Patzak, TL Bothe - Blood Pressure, 2022 - Taylor & Francis
Hypertension diagnosis is one of the most common and important procedures in everyday
clinical practice. Its applicability depends on correct and comparable measurements. Cuff …
clinical practice. Its applicability depends on correct and comparable measurements. Cuff …
Continuous non-invasive blood pressure monitoring: a methodological review on measurement techniques
Continuous measurement of blood pressure is crucial to the assessment of many medical
conditions. However, the current clinical gold standard involving an arterial catheter …
conditions. However, the current clinical gold standard involving an arterial catheter …
Bp-net: Cuff-less and non-invasive blood pressure estimation via a generic deep convolutional architecture
Objective: The paper focuses on development of robust and accurate processing solutions
for continuous and cuff-less blood pressure (BP) monitoring. In this regard, a robust deep …
for continuous and cuff-less blood pressure (BP) monitoring. In this regard, a robust deep …
[HTML][HTML] Continuous cuffless blood pressure monitoring using photoplethysmography-based PPG2BP-net for high intrasubject blood pressure variations
Abstract Continuous, comfortable, convenient (C3), and accurate blood pressure (BP)
measurement and monitoring are needed for early diagnosis of various cardiovascular …
measurement and monitoring are needed for early diagnosis of various cardiovascular …