Oscillometric blood pressure estimation: past, present, and future

M Forouzanfar, HR Dajani, VZ Groza… - IEEE reviews in …, 2015 - ieeexplore.ieee.org
The use of automated blood pressure (BP) monitoring is growing as it does not require much
expertise and can be performed by patients several times a day at home. Oscillometry is one …

Artificial intelligence based blood pressure estimation from auscultatory and oscillometric waveforms: a methodological review

A Argha, BG Celler, NH Lovell - IEEE reviews in biomedical …, 2020 - ieeexplore.ieee.org
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 …

A novel blood pressure estimation method based on the classification of oscillometric waveforms using machine-learning methods

AS Alghamdi, K Polat, A Alghoson, AA Alshdadi… - Applied Acoustics, 2020 - Elsevier
Blood pressure measurement and prediction is an important condition for heart patients and
people with heart problems and should be kept under constant control. In this study, based …

Gaussian process regression (GPR) based non-invasive continuous blood pressure prediction method from cuff oscillometric signals

AS Alghamdi, K Polat, A Alghoson, AA Alshdadi… - Applied Acoustics, 2020 - Elsevier
Blood pressure measurement and continuous control are essential for heart and blood
pressure patients. Therefore, continuous blood pressure measurement from these patients is …

Oscillometric blood pressure estimation based on deep learning

S Lee, JH Chang - IEEE Transactions on Industrial Informatics, 2016 - ieeexplore.ieee.org
Oscillometric measurement is widely used to estimate systolic blood pressure (SBP) and
diastolic blood pressure (DBP). In this paper, we propose a deep belief network (DBN)-deep …

A facial-image-based blood pressure measurement system without calibration

BF Wu, BJ Wu, BR Tsai, CP Hsu - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Blood pressure (BP) is a major vital sign that is highly correlated with human health.
However, for decades BP measurement has involved a cuff, which can be uncomfortable …

Instrumentation and measurement in medical, biomedical, and healthcare systems

S Shirmohammadi, K Barbe, D Grimaldi… - IEEE Instrumentation …, 2016 - ieeexplore.ieee.org
Proper measurement is crucial in the medical, biomedical, and healthcare fields because it
forms the basis of medical diagnosis, prognosis, and evaluation. In fact, it is known that" …

Cuffless deep learning-based blood pressure estimation for smart wristwatches

K Song, K Chung, JH Chang - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this article, we propose a cuffless blood pressure (BP) estimation technique based on
deep learning for smart wristwatches. Photoplethysmography (PPG) and …

GMM-HMM-based blood pressure estimation using time-domain features

BG Celler, PN Le, A Argha… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This article presents a novel method of estimating systolic blood pressure (SBP) and
diastolic BP (DBP) from time-domain features extracted from auscultatory and oscillometric …

Refining data-driven soft sensor modeling framework with variable time reconstruction

L Yao, Z Ge - Journal of Process Control, 2020 - Elsevier
Due to the difference of variable positions brought by process structure, time-delay exists
between process variables and quality variables. In this paper, this commonly overlooked …