AIMC Topic: Disability Evaluation

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Predicting Motor and Cognitive Improvement Through Machine Learning Algorithm in Human Subject that Underwent a Rehabilitation Treatment in the Early Stage of Stroke.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Aug 2, 2018
BACKGROUND: The objective of this study was to investigate, in subject with stroke, the exact role as prognostic factor of common inflammatory biomarkers and other markers in predicting motor and/or cognitive improvement after rehabilitation treatmen...
Male Time Factors Cognition Treatment Outcome Longitudinal Studies Health Status Humans Machine Learning Decision Support Techniques Biomarkers Female Inflammation Mediators Linear Models Motor Skills Leukocyte Count Motor Activity Stroke Rehabilitation Inpatients Recovery of Function Predictive Value of Tests Disability Evaluation Stroke Hematocrit
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Robot-assisted training using Hybrid Assistive Limb® for cerebral palsy.

Brain & development Jul 14, 2018
PURPOSE: The Hybrid Assistive Limb® (HAL®, CYBERDYNE) is a wearable robot that provides assistance to a patient while they are walking, standing, and performing leg movements based on the wearer's intended movement. The effect of robot-assisted train...
Wearable Electronic Devices Treatment Outcome Robotics Humans Gait Disability Evaluation Exercise Test Female Cerebral Palsy Young Adult Therapy, Computer-Assisted Biomechanical Phenomena Leg Male Physical Therapy Modalities Adolescent Neurological Rehabilitation
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ESMAC BEST PAPER 2017: Using machine learning to overcome challenges in GMFCS level assignment.

Gait & posture Apr 16, 2018
We used the random forest classifier to predict Gross Motor Function Classification System (GMFCS) levels I-IV from patient reported abilities recorded on the Gillette Functional Assessment Questionnaire (FAQ). The classifier exhibited outstanding ac...
Retrospective Studies Female Male Surveys and Questionnaires Adolescent Child, Preschool Humans Machine Learning Child Disability Evaluation Activities of Daily Living Cerebral Palsy Motor Skills
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Virtual reality to augment robot-assisted gait training in non-ambulatory patients with a subacute stroke: a pilot randomized controlled trial.

European journal of physical and rehabilitation medicine Dec 21, 2017
BACKGROUND: Active performance is crucial for motor learning, and, together with motivation, is believed to be associated with a better rehabilitation outcome. Virtual reality (VR) is an innovative approach to engage and motivate patients during trai...
Activities of Daily Living Physical Therapy Modalities Stroke Rehabilitation Gait Disorders, Neurologic Robotics Rehabilitation Centers Humans Disability Evaluation Female Single-Blind Method Risk Assessment Aged Switzerland Pilot Projects Male Stroke Virtual Reality Middle Aged Time Factors Treatment Outcome Follow-Up Studies
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Effectiveness of robot-assisted training added to conventional rehabilitation in patients with humeral fracture early after surgical treatment: protocol of a randomised, controlled, multicentre trial.

Trials Dec 6, 2017
BACKGROUND: The incidence of proximal humeral fractures increases with age. The functional recovery of the upper arm after such fractures is slow, and results are often disappointing. Treatment is associated with long immobilisation periods. Evidence...
Range of Motion, Articular Germany Shoulder Joint Motor Activity Physical Therapy Modalities Clinical Protocols Robotics Occupational Therapy Pain Measurement Disability Evaluation Single-Blind Method Radiotherapy, Computer-Assisted Shoulder Fractures Fracture Fixation Research Design Prospective Studies Female Aged Adult Biomechanical Phenomena Male Middle Aged Time Factors Treatment Outcome Recovery of Function Humans
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Pronation and supination analysis based on biomechanical signals from Parkinson's disease patients.

Artificial intelligence in medicine Oct 16, 2017
In this work, a fuzzy inference model to evaluate hands pronation/supination exercises during the MDS-UPDRS motor examination is proposed to analyze different extracted features from the bio-mechanical signals acquired from patients with Parkinson's ...
Humans Biomechanical Phenomena Severity of Illness Index Predictive Value of Tests Supination Case-Control Studies Disability Evaluation Diagnosis, Computer-Assisted Signal Processing, Computer-Assisted Time Factors Hand Fuzzy Logic Activities of Daily Living Parkinson Disease Pronation
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Prediction Effects of Personal, Psychosocial, and Occupational Risk Factors on Low Back Pain Severity Using Artificial Neural Networks Approach in Industrial Workers.

Journal of manipulative and physiological therapeutics Jul 21, 2017
OBJECTIVES: This study aimed to provide an empirical model of predicting low back pain (LBP) by considering the occupational, personal, and psychological risk factor interactions in workers population employed in industrial units using an artificial ...
Female Risk Factors Adult Male Middle Aged Severity of Illness Index Humans Neural Networks, Computer Psychology Case-Control Studies Low Back Pain Predictive Value of Tests Industry Disability Evaluation Life Style Iran Occupational Diseases Occupational Health
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Robot Assisted Training for the Upper Limb after Stroke (RATULS): study protocol for a randomised controlled trial.

Trials Jul 20, 2017
BACKGROUND: Loss of arm function is a common and distressing consequence of stroke. We describe the protocol for a pragmatic, multicentre randomised controlled trial to determine whether robot-assisted training improves upper limb function following ...
Models, Economic Quality-Adjusted Life Years United Kingdom State Medicine Health Care Costs Upper Extremity Stroke Rehabilitation Clinical Protocols Humans Recovery of Function Robotics Disability Evaluation Research Design Stroke Biomechanical Phenomena Exercise Therapy Quality of Life Cost-Benefit Analysis Time Factors Treatment Outcome
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Randomized Trial on the Effects of Attentional Focus on Motor Training of the Upper Extremity Using Robotics With Individuals After Chronic Stroke.

Archives of physical medicine and rehabilitation Jun 24, 2017
OBJECTIVE: To compare the long-term effects of external focus (EF) and internal focus (IF) of attention after 4 weeks of arm training.
Humans Upper Extremity Stroke Rehabilitation Female Retention, Psychology Male Middle Aged Robotics Disability Evaluation Attention Paresis
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Validity of Robot-Based Assessments of Upper Extremity Function.

Archives of physical medicine and rehabilitation May 5, 2017
OBJECTIVE: To examine the validity of 5 robot-based assessments of arm motor function poststroke.
Stroke Paresis Upper Extremity Adult Cross-Sectional Studies Humans Male Female Middle Aged Aged Robotics Aged, 80 and over Disability Evaluation Young Adult
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