AIMC Topic: Wearable Electronic Devices

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SLEEP-SEE-THROUGH: Explainable Deep Learning for Sleep Event Detection and Quantification From Wearable Somnography.

IEEE journal of biomedical and health informatics Jun 30, 2023
Evidence is rapidly accumulating that multifactorial nocturnal monitoring, through the coupling of wearable devices and deep learning, may be disruptive for early diagnosis and assessment of sleep disorders. In this work, optical, differential air-pr...
Deep Learning Wearable Electronic Devices Humans Polysomnography Apnea Sleep Snoring
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Belun Ring (Belun Sleep System BLS-100): Deep learning-facilitated wearable enables obstructive sleep apnea detection, apnea severity categorization, and sleep stage classification in patients suspected of obstructive sleep apnea.

Sleep health Jun 26, 2023
GOAL AND AIMS: Our objective was to evaluate the performance of Belun Ring with second-generation deep learning algorithms in obstructive sleep apnea (OSA) detection, OSA severity categorization, and sleep stage classification.
Sleep Sleep Stages Wearable Electronic Devices Sleep Apnea, Obstructive Deep Learning Humans
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Integrating Artificial Intelligence and Wearable IoT System in Long-Term Care Environments.

Sensors (Basel, Switzerland) Jun 26, 2023
With the rapid advancement of information and communication technology (ICT), big data, and artificial intelligence (AI), intelligent healthcare systems have emerged, including the integration of healthcare systems with capital, the introduction of h...
Long-Term Care Humans Wearable Electronic Devices Technology Aged Artificial Intelligence Delivery of Health Care
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A Novel Gait Phase Recognition Method Based on DPF-LSTM-CNN Using Wearable Inertial Sensors.

Sensors (Basel, Switzerland) Jun 26, 2023
Gait phase recognition is of great importance in the development of rehabilitation devices. The advantages of Long Short-Term Memory (LSTM) and Convolutional Neural Network (CNN) are combined (LSTM-CNN) in this paper, then a gait phase recognition me...
Wearable Electronic Devices Gait Foot Neural Networks, Computer
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Closed-Chain Inverse Dynamics for the Biomechanical Analysis of Manual Material Handling Tasks through a Deep Learning Assisted Wearable Sensor Network.

Sensors (Basel, Switzerland) Jun 25, 2023
Despite the automatization of many industrial and logistics processes, human workers are still often involved in the manual handling of loads. These activities lead to many work-related disorders that reduce the quality of life and the productivity o...
Deep Learning Humans Wearable Electronic Devices Joints Algorithms Biomechanical Phenomena Aged Quality of Life
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Shortwave infrared diffuse optical wearable probe for quantification of water and lipid content in emulsion phantoms using deep learning.

Journal of biomedical optics Jun 12, 2023
SIGNIFICANCE: The shortwave infrared (SWIR, to 2000 nm) holds promise for label-free measurements of water and lipid content in thick tissue, owed to the chromophore-specific absorption features and low scattering in this range. water and lipid est...
Water Lipids Wearable Electronic Devices Emulsions Humans Deep Learning
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Bioinspired Environment-Adaptable and Ultrasensitive Multifunctional Electronic Skin for Human Healthcare and Robotic Sensations.

Small (Weinheim an der Bergstrasse, Germany) Jun 10, 2023
Multifunctional electronic skins (e-skins) that can sense various stimuli have demonstrated increasing potential in many fields. However, most e-skins are human-oriented that cannot work in hash environments such as high temperature, underwater, and ...
Delivery of Health Care Wearable Electronic Devices Humans Skin Sensation Robotics
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Structure-induced Intelligence of Liquid Crystal Elastomers.

Chemistry (Weinheim an der Bergstrasse, Germany) Jun 5, 2023
Liquid crystal elastomers (LCEs) are active soft matter-based materials with strong stimulus responsiveness and reversible, large-shape morphing capabilities. LCEs have demonstrated broad and growing applications in soft robotics, wearable devices, a...
Liquid Crystals Wearable Electronic Devices Intelligence Robotics Elastomers
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WARNING: A Wearable Inertial-Based Sensor Integrated with a Support Vector Machine Algorithm for the Identification of Faults during Race Walking.

Sensors (Basel, Switzerland) May 31, 2023
Due to subjectivity in refereeing, the results of race walking are often questioned. To overcome this limitation, artificial-intelligence-based technologies have demonstrated their potential. The paper aims at presenting WARNING, an inertial-based we...
Artificial Intelligence Humans Walking Wearable Electronic Devices Algorithms Support Vector Machine
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Personalized Medical Devices Connect Monitoring and Assistance: Emerging Wearable Soft Robotics.

Analytical chemistry May 23, 2023
As wearable health devices have the ability of intelligent monitoring, they are becoming cutting-edge technology in medical and health fields. However, the simplification of functions limits their further development. In addition, soft robotics with ...
Robotics Wearable Electronic Devices Humans
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