AIMC Topic: Wearable Electronic Devices

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Toward Concurrent Identification of Human Activities with a Single Unifying Neural Network Classification: First Step.

Sensors (Basel, Switzerland) Jul 13, 2024
The characterization of human behavior in real-world contexts is critical for developing a comprehensive model of human health. Recent technological advancements have enabled wearables and sensors to passively and unobtrusively record and presumably ...
Wearable Electronic Devices Accelerometry Human Activities Humans Neural Networks, Computer Female Adult Male Exercise
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Explainable Deep-Learning-Based Gait Analysis of Hip-Knee Cyclogram for the Prediction of Adolescent Idiopathic Scoliosis Progression.

Sensors (Basel, Switzerland) Jul 12, 2024
Accurate prediction of scoliotic curve progression is crucial for guiding treatment decisions in adolescent idiopathic scoliosis (AIS). Traditional methods of assessing the likelihood of AIS progression are limited by variability and rely on static m...
Adolescent Wearable Electronic Devices Child Support Vector Machine Male Disease Progression Algorithms Deep Learning Female Knee Humans Neural Networks, Computer Gait Scoliosis Gait Analysis
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Human Skin-Mimicking Ionogel-Based Electronic Skin for Intelligent Robotic Sorting.

Macromolecular rapid communications Jul 9, 2024
Creating bionic intelligent robotic systems that emulate human-like skin perception presents a considerable scientific challenge. This study introduces a multifunctional bionic electronic skin (e-skin) made from polyacrylic acid ionogel (PAIG), desig...
Skin Acrylic Resins Graphite Gels Humans Wearable Electronic Devices Robotics
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Intelligent Bladder Volume Monitoring for Wearable Ultrasound Devices: Enhancing Accuracy Through Deep Learning-Based Coarse-to-Fine Shape Estimation.

IEEE transactions on ultrasonics, ferroelectrics, and frequency control Jul 9, 2024
Accurate and continuous bladder volume monitoring is crucial for managing urinary dysfunctions. Wearable ultrasound (US) devices offer a solution by enabling noninvasive and real-time monitoring. Previous studies have limitations in power consumption...
Wearable Electronic Devices Ultrasonography Organ Size Urinary Bladder Female Male Adult Middle Aged Humans Deep Learning Algorithms
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Clinician perceptions of a novel wearable robotic hand orthosis for post-stroke hemiparesis.

Disability and rehabilitation Jul 8, 2024
PURPOSE: Wearable robotic devices are currently being developed to improve upper limb function for individuals with hemiparesis after stroke. Incorporating the views of clinicians during the development of new technologies can help ensure that end pr...
Robotics Equipment Design Hand Paresis Stroke Rehabilitation Stroke Aged Orthotic Devices Adult Humans Female Surveys and Questionnaires Attitude of Health Personnel Wearable Electronic Devices Cross-Sectional Studies Male Middle Aged
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A comprehensive health assessment approach using ensemble deep learning model for remote patient monitoring with IoT.

Scientific reports Jul 8, 2024
The goal of this research is to create an ensemble deep learning model for Internet of Things (IoT) applications that specifically target remote patient monitoring (RPM) by integrating long short-term memory (LSTM) networks and convolutional neural n...
Telemedicine Heart Rate Internet of Things Deep Learning Humans Monitoring, Physiologic Wearable Electronic Devices Neural Networks, Computer Remote Sensing Technology
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Prediction of Freezing of Gait in Parkinson's disease based on multi-channel time-series neural network.

Artificial intelligence in medicine Jul 6, 2024
Freezing of Gait (FOG) is a noticeable symptom of Parkinson's disease, like being stuck in place and increasing the risk of falls. The wearable multi-channel sensor system is an efficient method to predict and monitor the FOG, thus warning the wearer...
Gait Disorders, Neurologic Wearable Electronic Devices Parkinson Disease Gait Aged Male Deep Learning Humans Neural Networks, Computer Female
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A Novel Instruction Driven 1-D CNN Processor for ECG Classification.

Sensors (Basel, Switzerland) Jul 5, 2024
Electrocardiography (ECG) has emerged as a ubiquitous diagnostic tool for the identification and characterization of diverse cardiovascular pathologies. Wearable health monitoring devices, equipped with on-device biomedical artificial intelligence (A...
Humans Neural Networks, Computer Wearable Electronic Devices Electrocardiography Artificial Intelligence Algorithms Signal Processing, Computer-Assisted
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Identifying Key Training Load and Intensity Indicators in Ice Hockey Using Unsupervised Machine Learning.

Research quarterly for exercise and sport Jul 3, 2024
To identify key training load (TL) and intensity indicators in ice hockey, practice, and game data were collected using a wearable 200-Hz accelerometer and heart rate (HR) recording throughout a four-week (29 days) competitive period (23 practice ses...
Adult Male Wearable Electronic Devices Heart Rate Humans Machine Learning Young Adult Accelerometry Competitive Behavior Hockey Acceleration Athletic Performance Physical Conditioning, Human
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Predicting long-term sleep deprivation using wearable sensors and health surveys.

Computers in biology and medicine Jul 2, 2024
Sufficient sleep is essential for individual well-being. Inadequate sleep has been shown to have significant negative impacts on our attention, cognition, and mood. The measurement of sleep from in-bed physiological signals has progressed to where co...
Humans Health Surveys Sleep Sleep Deprivation Machine Learning Male Exercise Female Middle Aged Wearable Electronic Devices Adult
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