[HTML][HTML] Photoplethysmograhic sensors, potential and limitations: Is it time for regulation? A comprehensive review
Healthcare is expected to increasingly shift care out of inpatient settings thanks to wearable
monitoring systems. Photoplethysmography (PPG) is an optical technique already integrated …
monitoring systems. Photoplethysmography (PPG) is an optical technique already integrated …
AI-enabled smart wristband providing real-time vital signs and stress monitoring
N Mitro, K Argyri, L Pavlopoulos, D Kosyvas… - Sensors, 2023 - mdpi.com
This work introduces the design, architecture, implementation, and testing of a low-cost and
machine-learning-enabled device to be worn on the wrist. The suggested wearable device …
machine-learning-enabled device to be worn on the wrist. The suggested wearable device …
Robust ppg peak detection using dilated convolutional neural networks
Accurate peak determination from noise-corrupted photoplethysmogram (PPG) signal is the
basis for further analysis of physiological quantities such as heart rate. Conventional …
basis for further analysis of physiological quantities such as heart rate. Conventional …
[HTML][HTML] Adaptive scheduling of acceleration and gyroscope for motion artifact cancelation in photoplethysmography
Background and objective Recently, various algorithms have been introduced using wrist-
worn photoplethysmography (PPG) to provide high accuracy of instantaneous heart rate …
worn photoplethysmography (PPG) to provide high accuracy of instantaneous heart rate …
Machine learning framework for Inter-Beat Interval estimation using wearable Photoplethysmography sensors
Abstract Accurate estimation of Heart Rate (HR) is crucial for various health and fitness
tracking applications in wearable devices. Among the existing techniques, those based on …
tracking applications in wearable devices. Among the existing techniques, those based on …
Reading between the heat: Co-teaching body thermal signatures for non-intrusive stress detection
Stress impacts our physical and mental health as well as our social life. A passive and
contactless indoor stress monitoring system can unlock numerous important applications …
contactless indoor stress monitoring system can unlock numerous important applications …
Automated detection of mental stress using multimodal characterization of PPG signal for AI based healthcare applications
Purpose-The increasing complexity of our society has made mental stress a part of every
human life. The early evaluation of long-term mental stress conditions is necessary since …
human life. The early evaluation of long-term mental stress conditions is necessary since …
Wearable sensing and mining of the informativeness of older adults' physiological, behavioral, and cognitive responses to detect demanding environmental conditions
Due to the decline in functional capability, older adults are more likely to encounter
excessively demanding environmental conditions (that result in stress and/or mobility …
excessively demanding environmental conditions (that result in stress and/or mobility …
Affect and stress detection based on feature fusion of LSTM and 1DCNN
M Feng, T Fang, C He, M Li, J Liu - Computer Methods in …, 2024 - Taylor & Francis
The impact of emotions on health, especially stress, is receiving increasing attention. It is
important to provide a non-invasive affect detection system that can be continuously …
important to provide a non-invasive affect detection system that can be continuously …
Stress detection using ppg signal and combined deep cnn-mlp network
Stress has become a fact in people's lives. It has a significant effect on the function of body
systems and many key systems of the body including respiratory, cardiovascular, and even …
systems and many key systems of the body including respiratory, cardiovascular, and even …