AIMC Topic: Exercise Therapy

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Fusing CNNs and attention-mechanisms to improve real-time indoor Human Activity Recognition for classifying home-based physical rehabilitation exercises.

Computers in biology and medicine Nov 27, 2024
Physical rehabilitation plays a critical role in enhancing health outcomes globally. However, the shortage of physiotherapists, particularly in developing countries where the ratio is approximately ten physiotherapists per million people, poses a sig...
Humans Wavelet Analysis Human Activities Neural Networks, Computer Exercise Therapy
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A Linear Rehabilitative Motion Planning Method with a Multi-Posture Lower-Limb Rehabilitation Robot.

Sensors (Basel, Switzerland) Nov 25, 2024
In rehabilitation, physicians plan lower-limb exercises via linear guidance. Ensuring efficacy and safety, they design patient-specific paths, carefully plotting smooth trajectories to minimize jerks. Replicating their precision in robotics is a majo...
Humans Algorithms Biomechanical Phenomena Exercise Therapy Rehabilitation Lower Extremity Robotics Motion
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Machine learning insights into scapular stabilization for alleviating shoulder pain in college students.

Scientific reports Nov 18, 2024
Non-specific shoulder pain is a common musculoskeletal condition, especially among college students, and it can have a negative impact on the patient's life. Therapists have used scapular stabilization exercises (SSE) to enhance scapular control and ...
Scapula Universities Exercise Therapy Shoulder Pain Machine Learning Humans Adult Female Male Young Adult Students
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Effects of interval treadmill training on spatiotemporal parameters in children with cerebral palsy: A machine learning approach.

Journal of biomechanics Oct 28, 2024
Quantifying individualized rehabilitation responses and optimizing therapy for each person is challenging. For interventions like treadmill training, there are multiple parameters, such as speed or incline, that can be adjusted throughout sessions. T...
Gait Exercise Therapy Cerebral Palsy Male Adolescent Child, Preschool Child Bayes Theorem Exercise Test Humans Machine Learning Female
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Effectiveness of robotic rehabilitation for gait and balance in people with multiple sclerosis: a systematic review.

Journal of neurology Oct 10, 2024
This review investigated the effectiveness of robotic-assisted gait training (RAGT) in improving gait and balance performance in adults with multiple sclerosis (MS). Databases and registers were searched from inception to December 2023 to identify ra...
Humans Robotics Multiple Sclerosis Gait Disorders, Neurologic Neurological Rehabilitation Postural Balance Gait Exercise Therapy
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Effect and optimal exercise prescription of robot-assisted gait training on lower extremity motor function in stroke patients: a network meta-analysis.

Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology Sep 23, 2024
OBJECTIVE: This study aimed to evaluate the effectiveness of robot-assisted gait training (RAGT) and explore the optimal exercise prescription using a network meta-analysis approach.
Humans Lower Extremity Gait Exercise Therapy Stroke Rehabilitation Randomized Controlled Trials as Topic Robotics Stroke
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Efficacy of robot-assisted gait training on lower extremity function in subacute stroke patients: a systematic review and meta-analysis.

Journal of neuroengineering and rehabilitation Sep 19, 2024
BACKGROUND: Robot-Assisted Gait Training (RAGT) is a novel technology widely employed in the field of neurological rehabilitation for patients with subacute stroke. However, the effectiveness of RAGT compared to conventional gait training (CGT) in im...
Stroke Rehabilitation Humans Gait Disorders, Neurologic Lower Extremity Robotics Stroke Gait Exercise Therapy
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Therapeutic Exercise Recognition Using a Single UWB Radar with AI-Driven Feature Fusion and ML Techniques in a Real Environment.

Sensors (Basel, Switzerland) Aug 27, 2024
Physiotherapy plays a crucial role in the rehabilitation of damaged or defective organs due to injuries or illnesses, often requiring long-term supervision by a physiotherapist in clinical settings or at home. AI-based support systems have been devel...
Machine Learning Exercise Therapy COVID-19 Algorithms Radar SARS-CoV-2 Humans Adult Male
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Robot-assisted gait training in patients with various neurological diseases: A mixed methods feasibility study.

PloS one Aug 27, 2024
BACKGROUND: Walking impairment represents a relevant symptom in patients with neurological diseases often compromising social participation. Currently, mixed methods studies on robot-assisted gait training (RAGT) in patients with rare neurological di...
Middle Aged Nervous System Diseases Aged Robotics Gait Disorders, Neurologic Gait Adult Walking Humans Male Feasibility Studies Female Exercise Therapy
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A preliminary study on the effects of long-term robot suit exercise training on gait function and quality of life in patients with spinal and bulbar muscular atrophy.

Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia Aug 20, 2024
Spinal and bulbar muscular atrophy (SBMA) progressively impairs gait function, resulting in the need for patients to use a wheelchair approximately 20 years after onset. No reports have investigated the effects of long-term exercise training using th...
Robotics Gait Exercise Therapy Gait Disorders, Neurologic Middle Aged Adult Quality of Life Male Treatment Outcome Humans
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