AIMC Topic: Wearable Electronic Devices

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Acoustical features as knee health biomarkers: A critical analysis.

Artificial intelligence in medicine Nov 10, 2024
Acoustical knee health assessment has long promised an alternative to clinically available medical imaging tools, but this modality has yet to be adopted in medical practice. The field is currently led by machine learning models processing acoustical...
Biomarkers Female Humans Knee Machine Learning Adult Male Wearable Electronic Devices Signal Processing, Computer-Assisted Knee Joint Acoustics
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ECG Biometric Authentication Using Self-Supervised Learning for IoT Edge Sensors.

IEEE journal of biomedical and health informatics Nov 6, 2024
Wearable Internet of Things (IoT) devices are gaining ground for continuous physiological data acquisition and health monitoring. These physiological signals can be used for security applications to achieve continuous authentication and user convenie...
Internet of Things Biometric Identification Databases, Factual Electrocardiography Female Signal Processing, Computer-Assisted Middle Aged Humans Young Adult Supervised Machine Learning Wearable Electronic Devices Neural Networks, Computer Adult Male
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A machine learning approach for the design optimization of a multiple magnetic and inertial sensors wearable system for the spine mobility assessment.

Journal of neuroengineering and rehabilitation Nov 5, 2024
BACKGROUND: Recently, magnetic and inertial measurement units (MIMU) based systems have been applied in the spine mobility assessment; this evaluation is essential in the clinical practice for diagnosis and treatment evaluation. The available systems...
Range of Motion, Articular Movement Wearable Electronic Devices Spondylitis, Ankylosing Posture Humans Spine Machine Learning Female Male Adult Middle Aged
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Leather-Based Shoe Soles for Real-Time Gait Recognition and Automatic Remote Assistance Using Machine Learning.

ACS applied materials & interfaces Nov 1, 2024
Real-time monitoring of gait characteristics is crucial for applications in health monitoring, patient rehabilitation feedback, and telemedicine. However, the effective and stable acquisition and automatic analysis of gait information remain signific...
Collagen Shoes Humans Gait Machine Learning Middle Aged Graphite Female Adult Nanotubes, Carbon Wearable Electronic Devices Male
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Digital Psychiatry: Opportunities, Challenges, and Future Directions.

Journal of psychiatric practice Nov 1, 2024
Recently, the field of psychiatry has experienced a transformative shift with the integration of digital tools into traditional therapeutic approaches. Digital psychiatry encompasses a wide spectrum of applications, ranging from digital phenotyping, ...
Mobile Applications Telemedicine Digital Technology Artificial Intelligence Psychiatry Wearable Electronic Devices Humans
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A Plantar Pressure Detection and Gait Analysis System Based on Flexible Triboelectric Pressure Sensor Array and Deep Learning.

Small (Weinheim an der Bergstrasse, Germany) Oct 30, 2024
Gait detection is essential for the assessment of human health status and early diagnosis of diseases. The current gait analysis systems are bulky, limited in the scope of use, and cause interference with the movement of the measured person. Hence, i...
Humans Gait Pressure Gait Analysis Neural Networks, Computer Foot Deep Learning Wearable Electronic Devices
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A Static Sign Language Recognition Method Enhanced with Self-Attention Mechanisms.

Sensors (Basel, Switzerland) Oct 29, 2024
For the current wearable devices in the application of cross-diversified user groups, it is common to face the technical difficulties of static sign language recognition accuracy attenuation, weak anti-noise ability, and insufficient system robustnes...
Pattern Recognition, Automated Sign Language Algorithms Wearable Electronic Devices Gestures Humans Attention Neural Networks, Computer
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Wearable-Enabled Algorithms for the Estimation of Parkinson's Symptoms Evaluated in a Continuous Home Monitoring Setting Using Inertial Sensors.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Oct 29, 2024
Motor symptoms such as tremor and bradykinesia can develop concurrently in Parkinson's disease; thus, the ideal home monitoring system should be capable of tracking symptoms continuously despite background noise from daily activities. The goal of thi...
Accelerometry Sensitivity and Specificity Dyskinesias Female Male Activities of Daily Living Hypokinesia Equipment Design Reproducibility of Results Middle Aged Humans Wearable Electronic Devices Video Recording Tremor Aged Feasibility Studies Machine Learning Parkinson Disease Monitoring, Ambulatory Algorithms
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Artificial Tactile Sensory Finger for Contact Pattern Identification Based on High Spatiotemporal Piezoresistive Sensor Array.

ACS applied materials & interfaces Oct 28, 2024
Human fingertip tactile perception relies on the activation of densely distributed tactile receptors to identify contact patterns in the brain. Despite significant efforts to integrate tactile sensors with machine learning algorithms for recognizing ...
Humans Touch Neural Networks, Computer Wearable Electronic Devices Fingers
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Intelligent wearable-assisted digital healthcare industry 5.0.

Artificial intelligence in medicine Oct 22, 2024
The latest evolution of the healthcare industry from Industry 1.0 to 5.0, incorporating smart wearable devices and digital technologies, has revolutionized healthcare delivery and improved patient treatment. Integrating smart wearables such as fitnes...
Humans Telemedicine Internet of Things Health Care Sector Machine Learning Delivery of Health Care Wearable Electronic Devices
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