[HTML][HTML] Technologies for non-invasive physiological sensing: Status, challenges, and future horizons

Y Yu, B Jain, G Anand, M Heidarian, A Lowe… - … and Bioelectronics: X, 2024 - Elsevier
Non-invasive techniques have become increasingly vital in modern medicine, providing
valuable diagnostic information without invasive procedures. These techniques encompass …

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 …

A PPG-based calibration-free cuffless blood pressure estimation method using cardiovascular dynamics

H Samimi, HR Dajani - Sensors, 2023 - mdpi.com
Traditional cuff-based sphygmomanometers for measuring blood pressure can be
uncomfortable and particularly unsuitable to use during sleep. A proposed alternative …

Deepcnap: A deep learning approach for continuous noninvasive arterial blood pressure monitoring using photoplethysmography

DK Kim, YT Kim, H Kim, DJ Kim - IEEE Journal of Biomedical …, 2022 - ieeexplore.ieee.org
Arterial blood pressure (ABP) monitoring may permit the early diagnosis and management
of cardiovascular disease (CVD); however, existing methods for measuring ABP outside the …

Beat-to-beat blood pressure estimation by photoplethysmography and its interpretation

V Fleischhauer, A Feldheiser, S Zaunseder - Sensors, 2022 - mdpi.com
Blood pressure (BP) is among the most important vital signals. Estimation of absolute BP
solely using photoplethysmography (PPG) has gained immense attention over the last …

Estimation of beat-by-beat blood pressure and heart rate from ECG and PPG using a fine-tuned deep CNN model

CT Yen, SN Chang, CH Liao - IEEE Access, 2022 - ieeexplore.ieee.org
Given that current cuffless blood pressure (BP) measurement technologies feature
acceptable overall accuracy, this paper proposed a sufficiently accurate cuffless BP …

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 …

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 …

A paralleled CNN and Transformer network for PPG-based cuff-less blood pressure estimation

Z Tian, A Liu, G Zhu, X Chen - Biomedical Signal Processing and Control, 2025 - Elsevier
Cuff-less blood pressure measurement plays a pivotal part in hypertension diagnosis and
prevention. By employing deep learning algorithms, blood pressure estimation applying …

A new approach for daily life Blood-Pressure estimation using smart watch

J He, J Ou, A He, L Shu, T Liu, R Qu, X Xu… - … Signal Processing and …, 2022 - Elsevier
Hypertension has become a major factor affecting people's health. Timely monitoring and
prevention of hypertension are of great significance. Most blood-pressure monitoring …