[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 …

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 …

Blood pressure measurement using only a smartphone

L Frey, C Menon, M Elgendi - NPJ digital medicine, 2022 - nature.com
Hypertension is an immense challenge in public health. As one of the most prevalent
medical conditions worldwide, it is a major cause of premature death. At present, the …

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 …

Noninvasive classification of blood pressure based on photoplethysmography signals using bidirectional long short-term memory and time-frequency analysis

H Tjahjadi, K Ramli, H Murfi - IEEE Access, 2020 - ieeexplore.ieee.org
The photoplethysmography (PPG) method for continuous noninvasive measurements of
blood pressure (BP) offers a more comfortable solution than conventional methods. The …

Direct observations of microbial community succession on sinking marine particles

BM Stephens, CA Durkin, G Sharpe… - The ISME …, 2024 - academic.oup.com
Microbial community dynamics on sinking particles control the amount of carbon that
reaches the deep ocean and the length of time that carbon is stored, with potentially …

Noninvasive blood pressure classification based on photoplethysmography using k-nearest neighbors algorithm: a feasibility study

H Tjahjadi, K Ramli - Information, 2020 - mdpi.com
Blood pressure (BP) is an important parameter for the early detection of heart disease
because it is associated with symptoms of hypertension or hypotension. A single …

Advanced bio-inspired system for noninvasive cuff-less blood pressure estimation from physiological signal analysis

F Rundo, A Ortis, S Battiato, S Conoci - Computation, 2018 - mdpi.com
Blood Pressure (BP) is one of the most important physiological indicators that provides
useful information in the field of health-care monitoring. Blood pressure may be measured …

Arterial blood pressure feature estimation using photoplethysmography

AS Zadi, R Alex, R Zhang, DE Watenpaugh… - Computers in biology …, 2018 - Elsevier
Continuous and noninvasive monitoring of blood pressure has numerous clinical and fitness
applications. Current methods of continuous measurement of blood pressure are either …

A continuous cuffless blood pressure estimation using tree-based pipeline optimization tool

SM Fati, A Muneer, NA Akbar, SM Taib - Symmetry, 2021 - mdpi.com
High blood pressure (BP) may lead to further health complications if not monitored and
controlled, especially for critically ill patients. Particularly, there are two types of blood …