Emerging sensing and modeling technologies for wearable and cuffless blood pressure monitoring
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 …
diagnosis, intervention and management of CVDs, it is highly desirable to frequently monitor …
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 …
PPG-based blood pressure estimation can benefit from scalable multi-scale fusion neural networks and multi-task learning
The continuous measurement of blood pressure (BP) plays an important role in preventing
cardiovascular diseases. However, common cuff-based devices with cumbersome …
cardiovascular diseases. However, common cuff-based devices with cumbersome …
Concatenated convolutional neural network model for cuffless blood pressure estimation using fuzzy recurrence properties of photoplethysmogram signals
AB Malayeri, MB Khodabakhshi - Scientific reports, 2022 - nature.com
Due to the importance of continuous monitoring of blood pressure (BP) in controlling
hypertension, the topic of cuffless BP estimation has been widely studied in recent years. A …
hypertension, the topic of cuffless BP estimation has been widely studied in recent years. A …
Cuffless blood pressure estimation using chaotic features of photoplethysmograms and parallel convolutional neural network
Abstract Background and Objective As a nonlinear framework in dynamical system analysis,
chaotic approaches are mainly applied to evolve the complexity of biological systems. Due …
chaotic approaches are mainly applied to evolve the complexity of biological systems. Due …
Cuffless blood pressure estimation using calibrated cardiovascular dynamics in the photoplethysmogram
H Samimi, HR Dajani - Bioengineering, 2022 - mdpi.com
An important means for preventing and managing cardiovascular disease is the non-
invasive estimation of blood pressure. There is particular interest in developing approaches …
invasive estimation of blood pressure. There is particular interest in developing approaches …
Cuffless blood pressure measurement using linear and nonlinear optimized feature selection
MMR Khan Mamun, AT Alouani - Diagnostics, 2022 - mdpi.com
The cuffless blood pressure (BP) measurement allows for frequent measurement without
discomfort to the patient compared to the cuff inflation measurement. With the availability of a …
discomfort to the patient compared to the cuff inflation measurement. With the availability of a …
Noninvasive continuous blood pressure estimation with fewer parameters based on RA-ReliefF feature selection and MPGA-BPN models
L Zhang, Z Ji, F Yang, G Chen - Biomedical Signal Processing and Control, 2023 - Elsevier
Photoplethysmography (PPG) and electrocardiogram (ECG) are closely related to the
cardiovascular system and have substantial waveform parameters associated with blood …
cardiovascular system and have substantial waveform parameters associated with blood …
Establishing best practices in photoplethysmography signal acquisition and processing
Photoplethysmography is now widely utilised by clinical devices such as pulse oximeters,
and wearable devices such as smartwatches. It holds great promise for health monitoring in …
and wearable devices such as smartwatches. It holds great promise for health monitoring in …
Nonlinear features of photoplethysmography signals for Non-invasive blood pressure estimation
F Shoeibi, E Najafiaghdam, A Ebrahimi - Biomedical Signal Processing …, 2023 - Elsevier
Objective Continuous monitoring of blood pressure (BP) plays an essential role in the
prognosis and prevention of hypertension and related cardiovascular diseases. Moreover …
prognosis and prevention of hypertension and related cardiovascular diseases. Moreover …