Photoplethysmogram analysis and applications: an integrative review
Beyond its use in a clinical environment, photoplethysmogram (PPG) is increasingly used for
measuring the physiological state of an individual in daily life. This review aims to examine …
measuring the physiological state of an individual in daily life. This review aims to examine …
[HTML][HTML] A review of machine learning techniques in photoplethysmography for the non-invasive cuff-less measurement of blood pressure
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 …
critical factor for increasing the risk of serious diseases, including cardiovascular diseases …
Cuffless blood pressure estimation algorithms for continuous health-care monitoring
Goal: Continuous blood pressure (BP) monitoring can provide invaluable information about
individuals' health conditions. However, BP is conventionally measured using inconvenient …
individuals' health conditions. However, BP is conventionally measured using inconvenient …
Toward ubiquitous blood pressure monitoring via pulse transit time: theory and practice
Ubiquitous blood pressure (BP) monitoring is needed to improve hypertension detection and
control and is becoming feasible due to recent technological advances such as in wearable …
control and is becoming feasible due to recent technological advances such as in wearable …
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 …
Deep learning models for cuffless blood pressure monitoring from PPG signals using attention mechanism
Hypertension or high blood pressure is a major health problem worldwide and primary risk
factor for cardiovascular disease. Blood pressure is one of the four vital signs that provides …
factor for cardiovascular disease. Blood pressure is one of the four vital signs that provides …
Cuff-less high-accuracy calibration-free blood pressure estimation using pulse transit time
Recently a few methods have been proposed in the literature for non-invasive cuff-less
estimation of systolic and diastolic blood pressures. One of the most prominent methods is to …
estimation of systolic and diastolic blood pressures. One of the most prominent methods is to …
Continuous cuffless blood pressure estimation using pulse transit time and photoplethysmogram intensity ratio
Pulse transit time (PTT) has attracted much interest for cuffless blood pressure (BP)
measurement. However, its limited accuracy is one of the main problems preventing its …
measurement. However, its limited accuracy is one of the main problems preventing its …
Cuff-less and continuous blood pressure monitoring: a methodological review
Blood pressure (BP) is one of the most important monitoring parameters in clinical medicine.
For years, the cuff-based sphygmomanometer and the arterial invasive line have been the …
For years, the cuff-based sphygmomanometer and the arterial invasive line have been the …
A survey: From shallow to deep machine learning approaches for blood pressure estimation using biosensors
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 …
healthcare industry domains, such as digital health, fitness tracking, patient monitoring, and …