AIMC Topic: Spinal Cord Injuries

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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...
Animals Disease Models, Animal Locomotion Spinal Cord Injuries Deep Learning Mice
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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.
Robotics Robotic Surgical Procedures Humans Exercise Therapy Spinal Cord Injuries Exoskeleton Device Walking Gait
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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...
Spinal Cord Injuries Sitting Position Walking Humans Gait Robotics
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A review of motor neural system robotic modeling approaches and instruments.

Biological cybernetics Jan 18, 2022
In this review, we are considering an actively developing tool in neuroscience-robotic modeling. The new perspective and existing application fields, tools, and methods are discussed. We try to determine starting positions and approaches that are use...
Spinal Cord Injuries Robotics Neural Networks, Computer Robotic Surgical Procedures Humans Prospective Studies
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Different Effects of Robot-Assisted Gait and Independent Over-Ground Gait on Foot Plantar Pressure in Incomplete Spinal Cord Injury: A Preliminary Study.

International journal of environmental research and public health Nov 17, 2021
BACKGROUND: There is insufficient evidence to establish the optimal treatment protocol for robot-assisted gait training.
Foot Gait Disorders, Neurologic Gait Spinal Cord Injuries Robotics Walking Humans
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Research on Rehabilitation Effect Prediction for Patients with SCI Based on Machine Learning.

World neurosurgery Nov 15, 2021
OBJECTIVE: Because of the complex condition of patients with spinal cord injury (SCI), it is difficult to accurately calculate the activity of daily living (ADL) score of discharged patients. In view of the above problem, this research proposes a pre...
Spinal Cord Injuries Humans Machine Learning Patient Discharge Activities of Daily Living Hospitalization
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Feasibility and tolerance of a robotic postural training to improve standing in a person with ambulatory spinal cord injury.

Spinal cord series and cases Oct 7, 2021
An ambulatory elder with SCI, AIS C, balance deficits, and right ankle-foot-orthosis participated. RobUST-intervention comprised six 90 min-sessions of postural tasks with pelvic assistance and trunk perturbations. We collected three baselines and tw...
Humans Feasibility Studies Postural Balance Spinal Cord Injuries Robotic Surgical Procedures Aged Robotics
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Transcranial direct current stimulation combined with robotic training in incomplete spinal cord injury: a randomized, sham-controlled clinical trial.

Spinal cord series and cases Sep 27, 2021
STUDY DESIGN: A randomized, sham-controlled clinical trial.
Humans Robotics Spinal Cord Injuries Transcranial Direct Current Stimulation Robotic Surgical Procedures Walking
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Markerless analysis of hindlimb kinematics in spinal cord-injured mice through deep learning.

Neuroscience research Sep 8, 2021
Rodent models are commonly used to understand the underlying mechanisms of spinal cord injury (SCI). Kinematic analysis, an important technique to measure dysfunction of locomotion after SCI, is generally based on the capture of physical markers plac...
Spinal Cord Mice Hindlimb Spinal Cord Injuries Gait Biomechanical Phenomena Locomotion Animals Deep Learning
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Automating the Clinical Assessment of Independent Wheelchair Sitting Pivot Transfer Techniques.

Topics in spinal cord injury rehabilitation Aug 13, 2021
BACKGROUND: Using proper transfer technique can help to reduce forces and prevent secondary injuries. However, current assessment tools rely on the ability to subjectively identify harmful movement patterns.
Sitting Position Biomechanical Phenomena Wheelchairs Humans Female Middle Aged Male Task Performance and Analysis Machine Learning Adult Spinal Cord Injuries
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