AIMC Topic: Wearable Electronic Devices

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Learning Motion Primitives for the Quantification and Diagnosis of Mobility Deficits.

IEEE transactions on bio-medical engineering Nov 21, 2024
The severity of mobility deficits is one of the most critical parameters in the diagnosis of Parkinson's disease (PD) and rehabilitation. The current approach for severity evaluation is clinical scaling that relies on a clinician's subjective observa...
Algorithms Female Aged Humans Machine Learning Signal Processing, Computer-Assisted Monitoring, Ambulatory Movement Male Wearable Electronic Devices Parkinson Disease
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Automated Pipeline for Robust Cat Activity Detection Based on Deep Learning and Wearable Sensor Data.

Sensors (Basel, Switzerland) Nov 21, 2024
The health, safety, and well-being of household pets such as cats has become a challenging task in previous years. To estimate a cat's behavior, objective observations of both the frequency and variability of specific behavior traits are required, wh...
Cats Animals Humans Behavior, Animal Deep Learning Neural Networks, Computer Accelerometry Wearable Electronic Devices
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A digital phenotyping dataset for impending panic symptoms: a prospective longitudinal study.

Scientific data Nov 21, 2024
This study investigated the utilization of digital phenotypes and machine learning algorithms to predict impending panic symptoms in patients with mood and anxiety disorders. A cohort of 43 patients was monitored over a two-year period, with data col...
Smartphone Longitudinal Studies Panic Disorder Male Anxiety Disorders Wearable Electronic Devices Machine Learning Algorithms Phenotype Prospective Studies Female Humans Adult
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Wearable EEG Neurofeedback Based-on Machine Learning Algorithms for Children with Autism: A Randomized, Placebo-controlled Study.

Current medical science Nov 20, 2024
OBJECTIVE: Behavioral interventions have been shown to ameliorate the electroencephalogram (EEG) dynamics underlying the behavioral symptoms of autism spectrum disorder (ASD), while studies have also demonstrated that mirror neuron mu rhythm-based EE...
Electroencephalography Autistic Disorder Neurofeedback Wearable Electronic Devices Child, Preschool Child Humans Machine Learning Algorithms Autism Spectrum Disorder Female Male
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AI-Aided Gait Analysis with a Wearable Device Featuring a Hydrogel Sensor.

Sensors (Basel, Switzerland) Nov 19, 2024
Wearable devices have revolutionized real-time health monitoring, yet challenges persist in enhancing their flexibility, weight, and accuracy. This paper presents the development of a wearable device employing a conductive polyacrylamide-lithium chlo...
Gait Acrylic Resins Hydrogels Wearable Electronic Devices Biosensing Techniques Humans Dimethylpolysiloxanes Monitoring, Physiologic Neural Networks, Computer Polyurethanes Artificial Intelligence Gait Analysis
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Toward Improving Human Training by Combining Wearable Full-Body IoT Sensors and Machine Learning.

Sensors (Basel, Switzerland) Nov 18, 2024
This paper proposes DigitalUpSkilling, a novel IoT- and AI-based framework for improving and personalising the training of workers who are involved in physical-labour-intensive jobs. DigitalUpSkilling uses wearable IoT sensors to observe how individu...
Wearable Electronic Devices Humans Machine Learning Internet of Things Biomechanical Phenomena
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The Use of Wearable Sensors and Machine Learning Methods to Estimate Biomechanical Characteristics During Standing Posture or Locomotion: A Systematic Review.

Sensors (Basel, Switzerland) Nov 14, 2024
Balance deficits are present in a variety of clinical populations and can negatively impact quality of life. The integration of wearable sensors and machine learning technology (ML) provides unique opportunities to quantify biomechanical characterist...
Wearable Electronic Devices Posture Postural Balance Standing Position Neural Networks, Computer Locomotion Machine Learning Humans Biomechanical Phenomena
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Mormyroidea-inspired electronic skin for active non-contact three-dimensional tracking and sensing.

Nature communications Nov 14, 2024
The capacity to discern and locate positions in three-dimensional space is crucial for human-machine interfaces and robotic perception. However, current soft electronics can only obtain two-dimensional spatial locations through physical contact. In t...
Robotics Skin Electronics Humans Animals Wearable Electronic Devices
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Reduction of Vision-Based Models for Fall Detection.

Sensors (Basel, Switzerland) Nov 13, 2024
Due to the limitations that falls have on humans, early detection of these becomes essential to avoid further damage. In many applications, various technologies are used to acquire accurate information from individuals such as wearable sensors, envir...
Humans Wearable Electronic Devices Neural Networks, Computer Image Processing, Computer-Assisted Algorithms Accidental Falls
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Comprehensive Symptom Prediction in Inpatients With Acute Psychiatric Disorders Using Wearable-Based Deep Learning Models: Development and Validation Study.

Journal of medical Internet research Nov 13, 2024
BACKGROUND: Assessing the complex and multifaceted symptoms of patients with acute psychiatric disorders proves to be significantly challenging for clinicians. Moreover, the staff in acute psychiatric wards face high work intensity and risk of burnou...
Schizophrenia Male Middle Aged Republic of Korea Wearable Electronic Devices Deep Learning Female Humans Inpatients Adult Acute Disease Mental Disorders Prospective Studies
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