AIMC Topic: Spinal Cord Injuries

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A Novel Application of Deep Learning (Convolutional Neural Network) for Traumatic Spinal Cord Injury Classification Using Automatically Learned Features of EMG Signal.

Sensors (Basel, Switzerland) Nov 3, 2022
In this study, a traumatic spinal cord injury (TSCI) classification system is proposed using a convolutional neural network (CNN) technique with automatically learned features from electromyography (EMG) signals for a non-human primate (NHP) model. A...
Machine Learning Animals Neural Networks, Computer Spinal Cord Injuries Macaca fascicularis Deep Learning Electromyography
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Robot-assisted training with functional electrical stimulation enhances lower extremity function after spinal cord injury.

Artificial organs Sep 5, 2022
INTRODUCTION: Functional electrical stimulation (FES) synchronized with robot-assisted lower extremity training is used in spinal cord injury (SCI) rehabilitation to promote residual function.
Electric Stimulation Therapy Spinal Cord Injuries Lower Extremity Humans Electric Stimulation Retrospective Studies Robotics
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A Therapeutic Approach Using the Combined Application of Virtual Reality with Robotics for the Treatment of Patients with Spinal Cord Injury: A Systematic Review.

International journal of environmental research and public health Jul 19, 2022
Spinal cord injury (SCI) has been associated with high mortality rates. Thanks to the multidisciplinary vision and approach of SCI, including the application of new technologies in the field of neurorehabilitation, people with SCI can survive and pro...
Robotics Spinal Cord Injuries Humans Virtual Reality Upper Extremity Neurological Rehabilitation
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Soft robotics and functional electrical stimulation advances for restoring hand function in people with SCI: a narrative review, clinical guidelines and future directions.

Journal of neuroengineering and rehabilitation Jun 30, 2022
BACKGROUND: Recovery of hand function is crucial for the independence of people with spinal cord injury (SCI). Wearable devices based on soft robotics (SR) or functional electrical stimulation (FES) have been employed to assist the recovery of hand f...
Electric Stimulation Electric Stimulation Therapy Activities of Daily Living Spinal Cord Injuries Humans Robotics
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Soft Exoskeleton Mimics Human Cough for Assisting the Expectoration Capability of SCI Patients.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Apr 18, 2022
UNLABELLED: This paper describes the design of a bionic soft exoskeleton and demonstrates its feasibility for assisting the expectoration function rehabilitation of patients with spinal cord injury (SCI).
Exoskeleton Device Humans Physical Therapy Modalities Cough Robotics Spinal Cord Injuries
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Expert-augmented automated machine learning optimizes hemodynamic predictors of spinal cord injury outcome.

PloS one Apr 7, 2022
Artificial intelligence and machine learning (AI/ML) is becoming increasingly more accessible to biomedical researchers with significant potential to transform biomedicine through optimization of highly-accurate predictive models and enabling better ...
Hemodynamics Machine Learning Spinal Cord Injuries Reproducibility of Results Humans Artificial Intelligence
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Overground robotic training effects on walking and secondary health conditions in individuals with spinal cord injury: systematic review.

Journal of neuroengineering and rehabilitation Mar 15, 2022
Overground powered lower limb exoskeletons (EXOs) have proven to be valid devices in gait rehabilitation in individuals with spinal cord injury (SCI). Although several articles have reported the effects of EXOs in these individuals, the few reviews a...
Spinal Cord Injuries Exoskeleton Device Robotic Surgical Procedures Walking Humans Robotics
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A deep learning-based toolbox for Automated Limb Motion Analysis (ALMA) in murine models of neurological disorders.

Communications biology Feb 15, 2022
In neuroscience research, the refined analysis of rodent locomotion is complex and cumbersome, and access to the technique is limited because of the necessity for expensive equipment. In this study, we implemented a new deep learning-based open-sourc...
Mice Animals Disease Models, Animal Locomotion Deep Learning Spinal Cord Injuries
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Walking improvement in chronic incomplete spinal cord injury with exoskeleton robotic training (WISE): a randomized controlled trial.

Spinal cord Jan 29, 2022
STUDY DESIGN: Clinical trial.
Spinal Cord Injuries Exoskeleton Device Gait Exercise Therapy Robotic Surgical Procedures Humans Walking Robotics
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Real-time motion onset recognition for robot-assisted gait rehabilitation.

Journal of neuroengineering and rehabilitation Jan 28, 2022
BACKGROUND: Many patients with neurological movement disorders fear to fall while performing postural transitions without assistance, which prevents them from participating in daily life. To overcome this limitation, multi-directional Body Weight Sup...
Humans Robotics Walking Gait Spinal Cord Injuries Sitting Position
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