[HTML][HTML] Multimodal photoplethysmography-based approaches for improved detection of hypertension
K Welykholowa, M Hosanee, G Chan… - Journal of Clinical …, 2020 - mdpi.com
Elevated blood pressure (BP) is a major cause of death, yet hypertension commonly goes
undetected. Owing to its nature, it is typically asymptomatic until later in its progression when …
undetected. Owing to its nature, it is typically asymptomatic until later in its progression when …
[HTML][HTML] Real-time cuffless continuous blood pressure estimation using deep learning model
YH Li, LN Harfiya, K Purwandari, YD Lin - Sensors, 2020 - mdpi.com
Blood pressure monitoring is one avenue to monitor people's health conditions. Early
detection of abnormal blood pressure can help patients to get early treatment and reduce …
detection of abnormal blood pressure can help patients to get early treatment and reduce …
EEG-based user identification system using 1D-convolutional long short-term memory neural networks
Electroencephalographic (EEG) signals have been widely used in medical applications, yet
the use of EEG signals as user identification systems for healthcare and Internet of Things …
the use of EEG signals as user identification systems for healthcare and Internet of Things …
[HTML][HTML] A hybrid neural network for continuous and non-invasive estimation of blood pressure from raw electrocardiogram and photoplethysmogram waveforms
Background and objectives: Continuous and non-invasive blood pressure monitoring would
revolutionize healthcare. Currently, blood pressure (BP) can only be accurately monitored …
revolutionize healthcare. Currently, blood pressure (BP) can only be accurately monitored …
Machine learning and deep learning for blood pressure prediction: a methodological review from multiple perspectives
K Qin, W Huang, T Zhang, S Tang - Artificial Intelligence Review, 2023 - Springer
Blood pressure (BP) estimation is one of the most popular and long-standing topics in health-
care monitoring area. The utilization of machine learning (ML) and deep learning (DL) for BP …
care monitoring area. The utilization of machine learning (ML) and deep learning (DL) for BP …
A non-invasive continuous cuffless blood pressure estimation using dynamic recurrent neural networks
Cardiovascular diseases (CVD) have become the most important health problem of our time.
High blood pressure, which is cardiovascular disease, is a risk factor for death, stroke, and …
High blood pressure, which is cardiovascular disease, is a risk factor for death, stroke, and …
[HTML][HTML] Analysis of pulse arrival time as an indicator of blood pressure in a large surgical biosignal database: Recommendations for developing ubiquitous blood …
As non-invasive continuous blood pressure monitoring (NCBPM) has gained wide attraction
in the recent decades, many pulse arrival time (PAT) or pulse transit time (PTT) based blood …
in the recent decades, many pulse arrival time (PAT) or pulse transit time (PTT) based blood …
Noninvasive classification of blood pressure based on photoplethysmography signals using bidirectional long short-term memory and time-frequency analysis
The photoplethysmography (PPG) method for continuous noninvasive measurements of
blood pressure (BP) offers a more comfortable solution than conventional methods. The …
blood pressure (BP) offers a more comfortable solution than conventional methods. The …
A computationally efficient CNN-LSTM neural network for estimation of blood pressure from features of electrocardiogram and photoplethysmogram waveforms
Continuous blood pressure (BP) monitoring would significantly improve diagnosis and
treatment of hypertension. Current at-home monitoring relies on uncomfortable and …
treatment of hypertension. Current at-home monitoring relies on uncomfortable and …
[HTML][HTML] CNN-LSTM prediction method for blood pressure based on pulse wave
H Mou, J Yu - Electronics, 2021 - mdpi.com
Cardiovascular disease (CVD), which seriously threatens human health, can be prevented
by blood pressure (BP) measurement. However, convenient and accurate BP measurement …
by blood pressure (BP) measurement. However, convenient and accurate BP measurement …