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Leveraging Motor Imagery Rehabilitation for Individuals with Disabilities: A Review

HEALTHCARE (2023)

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Review Education & Educational Research

Mental imagery training programs for developing sport-specific motor skills: a systematic review and meta-analysis

Riki S. Lindsay et al.

Summary: This review examines the effectiveness of mental imagery (MI) programs for developing sport-specific motor skills and investigates the factors that moderate its efficacy. The analysis shows that MI has a significant effect on performance, with combined MI and physical practice or MI alone both having positive effects. These beneficial effects are moderated by factors such as skill complexity, performance elements, and MI delivery type.

PHYSICAL EDUCATION AND SPORT PEDAGOGY (2023)

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Article Clinical Neurology

Brain Activation Evoked by Motor Imagery in Pediatric Patients with Complete Spinal Cord Injury

L. Wang et al.

Summary: There is currently no effective treatment for pediatric patients with complete spinal cord injury. Our study aimed to reveal the potential mechanism of motor imagery in the rehabilitation of pediatric complete spinal cord injury. We found that part of the motor imagery network was functionally preserved in pediatric complete spinal cord injury and could be activated through motor imagery. Higher-level activation in sensorimotor-related regions was also found in pediatric complete spinal cord injury during motor imagery.

AMERICAN JOURNAL OF NEURORADIOLOGY (2023)

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Article Engineering, Biomedical

Can specific virtual reality combined with conventional rehabilitation improve poststroke hand motor function? A randomized clinical trial

Marta Rodriguez-Hernandez et al.

Summary: The study aimed to investigate whether conventional rehabilitation combined with specific virtual reality is more effective in restoring hand motor function and muscle tone after stroke compared to conventional therapy alone. The study design involved a prospective single-blind randomized controlled trial, with participants allocated to either the control group that received conventional rehabilitation or the experimental group that received a combination of conventional rehabilitation and virtual reality technology. The results showed that the combination therapy was more effective in improving hand motor function, voluntary movement, and muscle tone compared to conventional therapy alone.

JOURNAL OF NEUROENGINEERING AND REHABILITATION (2023)

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Article Clinical Neurology

The predictive value of cortical activity during motor imagery for subacute spinal cord injury-induced neuropathic pain

Radha Kumari et al.

Summary: The aim of this study is to explore whether cortical activation and its lateralization during motor imagery in subacute spinal cord injury are indicative of existing or upcoming central neuropathic pain. The results showed that the activation intensity and lateralization in pain-related areas during motor imagery might hold a predictive value for central neuropathic pain. This study increases understanding of the mechanisms underlying the transition from asymptomatic to symptomatic early central neuropathic pain in spinal cord injury.

CLINICAL NEUROPHYSIOLOGY (2023)

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Article Psychology, Multidisciplinary

Considering the need for movement variability in motor imagery training: implications for sport and rehabilitation

Riki Lindsay et al.

FRONTIERS IN PSYCHOLOGY (2023)

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Review Rehabilitation

Efficacy of mirror therapy on lower limb motor recovery, balance and gait in subacute and chronic stroke: A systematic review

Maryam Khan Kundi et al.

Summary: Mirror therapy (MT) has been found to be effective in lower-limb motor recovery, balance, and gait in subacute and chronic stroke patients. The therapy showed statistically significant improvements compared to control groups in terms of motor functions, balance, and gait.

PHYSIOTHERAPY RESEARCH INTERNATIONAL (2023)

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Review Psychology, Multidisciplinary

Defining and measuring motor imagery in children: mini review

Ghazala T. Saleem

Summary: Motor imagery (MI) is the ability to mentally engage in a task without voluntary movement. MI is important for motor development and skill acquisition in children. However, there is a lack of measures to assess MI responsiveness in children, creating a research gap.

FRONTIERS IN PSYCHOLOGY (2023)

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Review Clinical Neurology

Motor imagery and gait control in Parkinson's disease: techniques and new perspectives in neurorehabilitation

Giovanna Cuomo et al.

Summary: This review examines the potential benefits of motor imagery interventions for improving walking ability in Parkinson's disease patients, and discusses new perspectives and techniques including Brain Computer Interfaces, neurofeedback, and virtual reality for rehabilitation.

EXPERT REVIEW OF NEUROTHERAPEUTICS (2022)

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Article Sport Sciences

Real-Time Visual Biofeedback via Wearable Ultrasound Imaging Can Enhance the Muscle Contraction Training Outcome of Young Adults

Zi-Hao Huang et al.

Summary: The study presented a wearable ultrasound imaging system that provided visual biofeedback of muscle contraction, significantly improving the training outcomes of muscle thickness change in healthy young men, particularly in resistance training.

JOURNAL OF STRENGTH AND CONDITIONING RESEARCH (2022)

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Article Neurosciences

The effect of motor imagery training on individuals with unilateral cerebral palsy on motor imagery ability, functional mobility and muscle activity

Demet Gozacan Karabulut et al.

Summary: The study showed that MI training had significant effects on imagery abilities, physical mobility, and muscle activation in children with unilateral cerebral palsy. This suggests that including MI training in rehabilitation processes for UCP children is beneficial.

SOMATOSENSORY AND MOTOR RESEARCH (2022)

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Review Orthopedics

Effectiveness of motor imagery for improving functional performance after total knee arthroplasty: a systematic review with meta-analysis

Ran Li et al.

Summary: This study systematically evaluated the effects of motor imagery on functional recovery in total knee arthroplasty patients. The results showed that compared to the control group, the intervention group using motor imagery achieved significant improvements in strength enhancement, pain reduction, and physical activities. Further large-scale, prospective studies are needed to confirm these findings.

JOURNAL OF ORTHOPAEDIC SURGERY AND RESEARCH (2022)

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Article Rehabilitation

The effect of motor imagery on quality of movement when performing reaching tasks in healthy subjects: A proof of concept br

Barbora Kolarova et al.

Summary: This study investigated the immediate effect of motor imagery (MI) on reaching tasks in healthy individuals. The results suggest that MI may have a positive impact on muscle activity and kinematics during reaching tasks, potentially improving movement quality. This study provides a possible therapeutic option for stroke survivors and individuals with neuromuscular disorders.

JOURNAL OF BODYWORK AND MOVEMENT THERAPIES (2022)

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Article Clinical Neurology

Relation Between Sensorimotor Rhythm During Motor Attempt/Imagery and Upper-Limb Motor Impairment in Stroke

Shugeng Chen et al.

Summary: The study found that motor dysfunction may be more correlated with ERS in the MI task and with ERD in the MA task, while spasticity may be more correlated with ERD in the MA task.

CLINICAL EEG AND NEUROSCIENCE (2022)

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Review Psychology

Investigating the dose-response relationship between motor imagery and motor recovery of upper-limb impairment and function in chronic stroke: A scoping review

Theresa C. L. S. Gaughan et al.

Summary: This study examined the use of motor imagery (MI) as an adjunct treatment for upper-limb motor recovery in stroke survivors, finding a high degree of variability in dosage regimens across different studies and no clear pattern for the effect of dose on motor recovery outcomes.

JOURNAL OF NEUROPSYCHOLOGY (2022)

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Article Geriatrics & Gerontology

Combined effects of virtual reality techniques and motor imagery on balance, motor function and activities of daily living in patients with Parkinson's disease: a randomized controlled trial

Muhammad Kashif et al.

Summary: This study suggests that combining virtual reality and motor imagery techniques with routine physical therapy can significantly improve motor function, balance, and activities of daily living in patients with Parkinson's disease.

BMC GERIATRICS (2022)

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Article Health Care Sciences & Services

A Randomized Controlled Trial of Motor Imagery Combined with Virtual Reality Techniques in Patients with Parkinson's Disease

Muhammad Kashif et al.

Summary: This study demonstrates that the combination of virtual reality and motor imagery techniques with routine physical therapy can significantly improve motor function in individuals with Parkinson's disease.

JOURNAL OF PERSONALIZED MEDICINE (2022)

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Article Computer Science, Artificial Intelligence

Deep Convolution Generative Adversarial Network-Based Electroencephalogram Data Augmentation for Post-Stroke Rehabilitation with Motor Imagery

Fangzhou Xu et al.

Summary: This study proposes a method to generate artificial EEG data using a deep convolution generative adversarial network (DCGAN) model and demonstrates its validity. This approach helps to expand the EEG dataset of stroke patients and further develop stroke clinical rehabilitation.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2022)

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Article Orthopedics

The efficacy of graded motor imagery in post-traumatic stiffness of elbow: a randomized controlled trial

Tansu Birinci et al.

Summary: The study demonstrates the efficacy of graded motor imagery (GMI) in the rehabilitation of post-traumatic elbow stiffness. GMI improves elbow range of motion, reduces pain and fear of movement-related pain, and enhances muscle strength.

JOURNAL OF SHOULDER AND ELBOW SURGERY (2022)

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Article Chemistry, Multidisciplinary

Application of EEG Signals Integration to Proprietary Classification Algorithms in the Implementation of Mobile Robot Control with the Use of Motor Imagery Supported by EMG Measurements

Dawid Pawu et al.

Summary: This article continues and extends research on a novel approach to classifying and recognizing EEG signals for controlling a mobile robot using Emotiv Epoc Flex Gel and MyoWare Muscle Sensor. The study successfully verifies pure mental commands without muscle contractions and detects artifacts and muscle tensions to change the robot's movement. The proposed method combines a classic classification algorithm with an artificial neural network for meticulous analysis of the EEG signal.

APPLIED SCIENCES-BASEL (2022)

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Article Clinical Neurology

Children with Cerebral Palsy can imagine actions like their normally developed peers

Jessica Galli et al.

Summary: This study aimed to assess whether children with Cerebral Palsy (CP) can imagine object directed actions similarly to their normally developed peers. The results support the view that children with CP can imagine actions similarly to their normally developed peers, encouraging the use of motor imagery as a rehabilitative tool in children with motor impairment.

FRONTIERS IN NEUROLOGY (2022)

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Article

Electroencephalogram channel selection based on pearson correlation coefficient for motor imagery-brain-computer interface

Pawan et al.

Measurement Sensors (2022)

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Article Engineering, Biomedical

A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interface

F. Mattioli et al.

Summary: This study aims to establish communication paths between the brain and external devices through Brain-Computer Interface (BCI) and has shown great potential for methods based on motor imagery (MI). A new approach based on convolutional neural network was proposed to classify five brain states, achieving high accuracy in the experiment.

JOURNAL OF NEURAL ENGINEERING (2021)

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Review Neurosciences

The Role of Mental Imagery in Parkinson's Disease Rehabilitation

Amit Abraham et al.

Summary: This paper reviews the impact of PD on motor, sensorimotor, and sensory domains, discusses the potential of mental imagery as an adjunct therapy, and its suitability for addressing gait, balance, and pain deficits in people with PD. Future research directions are suggested.

BRAIN SCIENCES (2021)

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Article Neurosciences

Vividness of Visual Imagery and Personality Impact Motor-Imagery Brain Computer Interfaces

Nikki Leeuwis et al.

Summary: This study investigated the impact of cognitive and psychological measures on MI-BCI performance, finding that factors such as Vividness of Visual Imagery, orderliness, and autonomy have a significant influence on MI-BCI operation. These findings can help predict inefficiency among users and optimize training strategies.

FRONTIERS IN HUMAN NEUROSCIENCE (2021)

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Review Clinical Neurology

Motor Imagery: A Resource in the Fatigue Rehabilitation for Return-to-Work in Multiple Sclerosis Patients-A Mini Systematic Review

Francesco Agostini et al.

Summary: The literature review suggests that Motor Imagery (MI) combined with rhythmic-auditory cues may be an effective rehabilitation resource for reducing fatigue in patients with Multiple Sclerosis (MS). Positive effects were observed on perceived cognitive and psychological fatigue.

FRONTIERS IN NEUROLOGY (2021)

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Review Clinical Neurology

Motor imagery for pain and motor function after spinal cord injury: a systematic review

Emmanuelle Opsommer et al.

SPINAL CORD (2020)

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Review Engineering, Biomedical

Immediate and long-term effects of BCI-based rehabilitation of the upper extremity after stroke: a systematic review and meta-analysis

Zhongfei Bai et al.

JOURNAL OF NEUROENGINEERING AND REHABILITATION (2020)

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Article Behavioral Sciences

Motor neuroplasticity: A MEG-fMRI study of motor imagery and execution in healthy ageing

Hana Burianova et al.

NEUROPSYCHOLOGIA (2020)

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Review Medicine, General & Internal

Motor imagery for gait rehabilitation after stroke

Stephano Silva et al.

COCHRANE DATABASE OF SYSTEMATIC REVIEWS (2020)

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Review Behavioral Sciences

Action observation and motor imagery for rehabilitation in Parkinson's disease: A systematic review and an integrative hypothesis

Daniele Caligiore et al.

NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS (2017)

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Review Clinical Neurology

Motor Imagery Training After Stroke: A Systematic Review and Meta-analysis of Randomized Controlled Trials

Zaqueline Fernandes Guerra et al.

JOURNAL OF NEUROLOGIC PHYSICAL THERAPY (2017)

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Article Neurosciences

Decoding the content of visual short-term memory under distraction in occipital and parietal areas

Katherine C. Bettencourt et al.

NATURE NEUROSCIENCE (2016)

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Review Neurosciences

Towards the integration of mental practice in rehabilitation programs. A critical review

Francine Malouin et al.

FRONTIERS IN HUMAN NEUROSCIENCE (2013)

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Review Behavioral Sciences

The neural network of motor imagery: An ALE meta-analysis

Sebastien Hetu et al.

NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS (2013)

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Article Multidisciplinary Sciences

Enhanced Activation of Motor Execution Networks Using Action Observation Combined with Imagination of Lower Limb Movements

Michael Villiger et al.

PLOS ONE (2013)

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Article Psychology, Clinical

Increased Muscle Activation Following Motor Imagery During the Rehabilitation of the Anterior Cruciate Ligament

Florent Lebon et al.

APPLIED PSYCHOPHYSIOLOGY AND BIOFEEDBACK (2012)

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Article Engineering, Biomedical

Sensorimotor rhythm-based brain-computer interface training: the impact on motor cortical responsiveness

F. Pichiorri et al.

JOURNAL OF NEURAL ENGINEERING (2011)

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Review Neurosciences

Functional connectivity in relation to motor performance and recovery after stroke

Kelly P. Westlake et al.

FRONTIERS IN SYSTEMS NEUROSCIENCE (2011)

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Article Clinical Neurology

Motor imagery and action observation: Modulation of sensorimotor brain rhythms during mental control of a brain-computer interface

Christa Neuper et al.

CLINICAL NEUROPHYSIOLOGY (2009)

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Article Clinical Neurology

Motor Imagery After Subcortical Stroke A Functional Magnetic Resonance Imaging Study

Nikhil Sharma et al.

STROKE (2009)

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Review Neurosciences

A neuroscientific review of imagery and observation use in sport

Paul Holmes et al.

JOURNAL OF MOTOR BEHAVIOR (2008)

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Review Engineering, Biomedical

Efficacy of motor imagery in post-stroke rehabilitation: a systematic review

Andrea Zimmermann-Schlatter et al.

JOURNAL OF NEUROENGINEERING AND REHABILITATION (2008)

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Article Clinical Neurology

Clinical assessment of motor imagery after stroke

Francine Malouin et al.

NEUROREHABILITATION AND NEURAL REPAIR (2008)

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Review Clinical Neurology

Motor imagery and action observation: cognitive tools for rehabilitation

Th. Mulder

JOURNAL OF NEURAL TRANSMISSION (2007)

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Article Neurosciences

Visually guided, aimed movements can be unaffected by stimulus-response uncertainty

Charles E. Wright et al.

EXPERIMENTAL BRAIN RESEARCH (2007)

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Article Rehabilitation

Motor imagery practice in gait rehabilitation of chronic post-stroke hemiparesis: four case studies

Ayelet Dunsky et al.

INTERNATIONAL JOURNAL OF REHABILITATION RESEARCH (2006)

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Review Clinical Neurology

Motor imagery - A backdoor to the motor system after stroke?

Nikhil Sharma et al.

STROKE (2006)

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Review Rehabilitation

The effects of mental practice in stroke rehabilitation: A systematic review

Susy M. Braun et al.

ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION (2006)

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Article Neurosciences

Mental imagery for relearning of people after brain injury

KPY Liu et al.

BRAIN INJURY (2004)

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Article Neurosciences

Neural simulation of action: A unifying mechanism for motor cognition

M Jeannerod

NEUROIMAGE (2001)

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