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Blood pressure measurement using only a smartphone
Hypertension is an immense challenge in public health. As one of the most prevalent
medical conditions worldwide, it is a major cause of premature death. At present, the …
medical conditions worldwide, it is a major cause of premature death. At present, the …
A Systematic Approach Focused on Machine Learning Models for Exploring the Landscape of Physiological Measurement and Estimation Using …
A non-invasive optical technique known as photoplethysmography (PPG) can be used to
provide various physiological measurements and estimations. PPG can be used to assess …
provide various physiological measurements and estimations. PPG can be used to assess …
Deep learning fused wearable pressure and PPG data for accurate heart rate monitoring
Photoplethysmography (PPG) provides a non-invasive method to detect heart rate but, due
to inherent noise, fails to accurately and reliably capture the true heartbeat waveform and …
to inherent noise, fails to accurately and reliably capture the true heartbeat waveform and …
[HTML][HTML] Wearable edge machine learning with synthetic photoplethysmograms
Strict privacy regulations pose challenges to the development of machine learning (ML) in
the field of health technology where data is particularly sensitive. Gathering and using …
the field of health technology where data is particularly sensitive. Gathering and using …
FinDroidHR: Smartwatch gesture input with optical heartrate monitor
We present FinDroidHR, a novel gesture input technique for off-the-shelf smartwatches. Our
technique is designed to detect 10 hand gestures on the hand wearing a smartwatch. The …
technique is designed to detect 10 hand gestures on the hand wearing a smartwatch. The …
Communication-efficient privacy-preserving federated learning via knowledge distillation for human activity recognition systems
Emerging Internet of Things (IoT) applications, such as sensor-based Human Activity
Recognition (HAR) systems, require efficient machine learning solutions due to their …
Recognition (HAR) systems, require efficient machine learning solutions due to their …
[HTML][HTML] Design of smart steering wheel for unobtrusive health and drowsiness monitoring
B Babusiak, A Hajducik, S Medvecky, M Lukac… - Sensors, 2021 - mdpi.com
This article describes the design of a smart steering wheel intended for use in unobtrusive
health and drowsiness monitoring. The aging population, cardiovascular disease …
health and drowsiness monitoring. The aging population, cardiovascular disease …
Evaluating the robustness of yolo object detection algorithm in terms of detecting objects in noisy environment
Our daily lives are impacted by object detection in many ways, such as automobile driving,
traffic control, medical fields, etc. Over the past few years, deep learning techniques have …
traffic control, medical fields, etc. Over the past few years, deep learning techniques have …
Heart rate estimation from ballistocardiogram signals processing via low-cost telemedicine architectures: a comparative performance evaluation
Medical devices (MDs) have been designed for monitoring the parameters of patients in
many sectors. Nonetheless, despite being high-performing and reliable, they often turn out …
many sectors. Nonetheless, despite being high-performing and reliable, they often turn out …
[HTML][HTML] Ppg edukit: An adjustable photoplethysmography evaluation system for educational activities
The grown interest in healthcare applications has made biomedical engineering one of the
fastest growing disciplines in recent years. Photoplethysmography (PPG) has gained …
fastest growing disciplines in recent years. Photoplethysmography (PPG) has gained …