AIMC Topic: Sensation Disorders

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Exploring sensory alterations and repetitive behaviors in children with autism spectrum disorder from the perspective of artificial neural networks.

Research in developmental disabilities Nov 21, 2024
BACKGROUND: Restrictive repetitive behaviors (RRBs) and sensory processing disorders are core symptoms of autism spectrum disorder (ASD). Their relationship is reported, but existing data are conflicting as to whether they are related but distinct, o...
Male Surveys and Questionnaires Child, Preschool Autism Spectrum Disorder Female Sleep Wake Disorders Sensation Disorders Stereotyped Behavior Humans Neural Networks, Computer Child Data Mining
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Rehabilitation of older people with Parkinson's disease: an innovative protocol for RCT study to evaluate the potential of robotic-based technologies.

BMC neurology May 13, 2020
BACKGROUND: Parkinson's disease is one of the most frequent causes of disability among the older adults. It is a chronic-progressive neuro-degenerative disease, characterized by several motor disorders. Balance disorders are a symptom that involves t...
Humans Research Design Aged, 80 and over Male Accidental Falls Female Aged Exercise Therapy Gait Disorders, Neurologic Sensation Disorders Robotics Postural Balance Single-Blind Method Parkinson Disease Randomized Controlled Trials as Topic
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Fall Risk Prediction in Multiple Sclerosis Using Postural Sway Measures: A Machine Learning Approach.

Scientific reports Nov 6, 2019
Numerous postural sway metrics have been shown to be sensitive to balance impairment and fall risk in individuals with MS. Yet, there are no guidelines concerning the most appropriate postural sway metrics to monitor impairment. This investigation im...
Sensation Disorders Multiple Sclerosis Entropy Male Middle Aged Accidental Falls Postural Balance Risk Assessment Female Aged Adult Machine Learning Algorithms Humans
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Diffusion tensor tractography in children with sensory processing disorder: Potentials for devising machine learning classifiers.

NeuroImage. Clinical Apr 24, 2019
The "sensory processing disorder" (SPD) refers to brain's inability to organize sensory input for appropriate use. In this study, we determined the diffusion tensor imaging (DTI) microstructural and connectivity correlates of SPD, and apply machine l...
Humans Machine Learning Nerve Net Diffusion Tensor Imaging Corpus Callosum Sensation Disorders Male Child Image Processing, Computer-Assisted Prospective Studies Female
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Reliability, validity, and clinical feasibility of a rapid and objective assessment of post-stroke deficits in hand proprioception.

Journal of neuroengineering and rehabilitation Jun 7, 2018
BACKGROUND: Proprioceptive function can be affected after neurological injuries such as stroke. Severe and persistent proprioceptive impairments may be associated with a poor functional recovery after stroke. To better understand their role in the re...
Feasibility Studies Female Proprioception Robotics Reproducibility of Results Sensation Disorders Aged Hand Humans Adult Stroke Male
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Management and modeling of balance disorders using decision support systems: the EMBALANCE project.

Advances in experimental medicine and biology Jan 1, 2015
In this work, we present the concept, the methodological ideas and the architecture of the EMBALANCE platform. EMBALANCE platform extends existing but generic and currently uncoupled balance modeling activities, leading to a multi-scale and patient-s...
Internet Expert Systems Dizziness Aged Models, Theoretical Prospective Studies Sensation Disorders Humans Middle Aged Retrospective Studies Age Factors Adult Sensitivity and Specificity Software Computational Biology Reproducibility of Results
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