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Long-Term Training with a Brain-Machine Interface-Based Gait Protocol Induces Partial Neurological Recovery in Paraplegic Patients

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Late neurologic recovery after traumatic spinal cord injury11No commercial party having a direct financial interest in the results of the research supporting this article has or will confer a benefit upon the author(s) or upon any organization with which the author(s) is/are associated.
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The McGill Pain Questionnaire
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Late recovery following spinal cord injury

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.1016/b978-0-444-63934-9.00009-3openalex-snapshot
Brain-computer interfaces in neurologic rehabilitation practice
inferred← citeshttps://doi.org/10.1016/bs.pbr.2021.06.012openalex-snapshot
Neuromodulation as a basic platform for neuroprotection and repair after spinal cord injury
inferred← citeshttps://doi.org/10.1016/j.actbio.2019.11.017openalex-snapshot
Differential expression of genes involved in the acute innate immune response to intracortical microelectrodes
inferred← citeshttps://doi.org/10.1016/j.bspc.2021.102662openalex-snapshot
EEG-FES-Force-MMG closed-loop control systems of a volunteer with paraplegia considering motor imagery with fatigue recognition and automatic shut-off
inferred← citeshttps://doi.org/10.1016/j.cag.2019.09.005openalex-snapshot
A survey of real locomotion techniques for immersive virtual reality applications on head-mounted displays
inferred← citeshttps://doi.org/10.1016/j.cobme.2017.11.004openalex-snapshot
EEG-based brain–computer interfaces
inferred← citeshttps://doi.org/10.1016/j.cobme.2021.100354openalex-snapshot
Emerging trends in BCI-robotics for motor control and rehabilitation
inferred← citeshttps://doi.org/10.1016/j.cortex.2017.10.020openalex-snapshot
Where, When, and How: Are they all sensorimotor? Towards a unified view of the dorsal pathway in vision and audition
inferred← citeshttps://doi.org/10.1016/j.expneurol.2021.113612openalex-snapshot
Non-invasive approaches to functional recovery after spinal cord injury: Therapeutic targets and multimodal device interventions
inferred← citeshttps://doi.org/10.1016/j.expneurol.2021.113689openalex-snapshot
Prelude to the special issue on novel neurocircuit, cellular and molecular targets for developing functional rehabilitation therapies of neurotrauma
inferred← citeshttps://doi.org/10.1016/j.ifacol.2019.01.030openalex-snapshot
Integrating hip exosuit and FES for lower limb rehabilitation in a simulation environment
inferred← citeshttps://doi.org/10.1016/j.ijhcs.2022.102962openalex-snapshot
Tongue control of a five-DOF upper-limb exoskeleton rehabilitates drinking and eating for individuals with severe disabilities
inferred← citeshttps://doi.org/10.1016/j.isci.2019.04.008openalex-snapshot
Cortical Correlates of Locomotor Muscle Synergy Activation in Humans: An Electroencephalographic Decoding Study
inferred← citeshttps://doi.org/10.1016/j.isci.2023.106675openalex-snapshot
Brain-computer interface enhanced by virtual reality training for controlling a lower limb exoskeleton
inferred← citeshttps://doi.org/10.1016/j.isci.2025.113580openalex-snapshot
Combining cortical and spinal stimulation maximizes the improvement of gait after spinal cord injury
inferred← citeshttps://doi.org/10.1016/j.jneumeth.2018.05.015openalex-snapshot
A rodent brain-machine interface paradigm to study the impact of paraplegia on BMI performance
inferred← citeshttps://doi.org/10.1016/j.jot.2019.06.005openalex-snapshot
WITHDRAWN: Clinical Neurorestorative Therapeutic Guidelines for Spinal Cord Injury (IANR/CANR Version 2019)
inferred← citeshttps://doi.org/10.1016/j.jot.2019.10.006openalex-snapshot
Clinical Neurorestorative Therapeutic Guidelines for Spinal Cord Injury (IANR/CANR version 2019)
inferred← citeshttps://doi.org/10.1016/j.mex.2020.100849openalex-snapshot
Method for positioning and rehabilitation training with the ExoAtlet ® powered exoskeleton
inferred← citeshttps://doi.org/10.1016/j.nec.2023.10.001openalex-snapshot
Spinal Cord Injury
inferred← citeshttps://doi.org/10.1016/j.neuarg.2024.02.001openalex-snapshot
Revisión sobre nuevos enfoques de terapias de neurorrehabilitación para pacientes con trastornos neurológicos mediante dispositivos de pedaleo
inferred← citeshttps://doi.org/10.1016/j.neulet.2018.12.004openalex-snapshot
Effects of low-intensity electrical stimulation and adipose derived stem cells transplantation on the time-domain analysis-based electromyographic signals in dogs with SCI
inferred← citeshttps://doi.org/10.1016/j.neunet.2021.01.009openalex-snapshot
Building an adaptive interface via unsupervised tracking of latent manifolds
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.117486openalex-snapshot
Phase dependent modulation of cortical activity during action observation and motor imagery of walking: An EEG study
inferred← citeshttps://doi.org/10.1016/j.neuropharm.2020.108250openalex-snapshot
Adenosine A2A receptor blockade improves neuroprosthetic learning by volitional control of population calcium signal in M1 cortical neurons
inferred← citeshttps://doi.org/10.1016/j.neuroscience.2018.10.014openalex-snapshot
Whether Visual-related Structural and Functional Changes Occur in Brain of Patients with Acute Incomplete Cervical Cord Injury: A Multimodal Based MRI Study
inferred← citeshttps://doi.org/10.1016/j.nicl.2018.09.035openalex-snapshot
Event-related desynchronization during movement attempt and execution in severely paralyzed stroke patients: An artifact removal relevance analysis
inferred← citeshttps://doi.org/10.1016/j.nicl.2025.103772openalex-snapshot
Short-term BCI intervention enhances functional brain connectivity associated with motor performance in chronic stroke
inferred← citeshttps://doi.org/10.1016/j.pmr.2018.12.009openalex-snapshot
Spinal Cord Epidural Stimulation for Lower Limb Motor Function Recovery in Individuals with Motor Complete Spinal Cord Injury
inferred← citeshttps://doi.org/10.1016/j.pmrj.2018.05.028openalex-snapshot
Brain Computer Interfaces in Rehabilitation Medicine
inferred← citeshttps://doi.org/10.1016/j.procs.2018.10.164openalex-snapshot
Interaction techniques for a neural-guided hand exoskeleton
inferred← citeshttps://doi.org/10.1016/j.rehab.2020.03.015openalex-snapshot
Combining brain–computer interface and virtual reality for rehabilitation in neurological diseases: A narrative review
inferred← citeshttps://doi.org/10.1016/j.reth.2024.07.007openalex-snapshot
Adipose-derived stem cell therapy for spinal cord injuries: Advances, challenges, and future directions
inferred← citeshttps://doi.org/10.1016/j.robot.2024.104895openalex-snapshot
Six-degree-of-freedom upper limb rehabilitation robot based on tight-coupled dynamic interactive control: Design and implementation
inferred← citeshttps://doi.org/10.1016/j.wneu.2020.05.131openalex-snapshot
“I Felt the Ball”–The Future of Spine Injury Recovery
inferred← citeshttps://doi.org/10.1016/s1474-4422(18)30287-4openalex-snapshot
Neuromodulation in the restoration of function after spinal cord injury
inferred← citeshttps://doi.org/10.1016/s1474-4422(19)30321-7openalex-snapshot
An exoskeleton controlled by an epidural wireless brain–machine interface in a tetraplegic patient: a proof-of-concept demonstration
inferred← citeshttps://doi.org/10.1016/s1773-035x(16)30277-5openalex-snapshot
Réalité virtuelle pour rééducation neurosensorielle
inferred← citeshttps://doi.org/10.1038/s41393-020-00569-2openalex-snapshot
The short-term effects of head-mounted virtual-reality on neuropathic pain intensity in people with spinal cord injury pain: a randomised cross-over pilot study
inferred← citeshttps://doi.org/10.1038/s41393-020-0423-9openalex-snapshot
The safety and feasibility of a new rehabilitation robotic exoskeleton for assisting individuals with lower extremity motor complete lesions following spinal cord injury (SCI): an observational study
inferred← citeshttps://doi.org/10.1038/s41393-024-01057-7openalex-snapshot
Psychological outcomes of extended reality interventions in spinal cord injury rehabilitation: a systematic scoping review
inferred← citeshttps://doi.org/10.1038/s41394-021-00418-1openalex-snapshot
No need to worry about virtual teaching
inferred← citeshttps://doi.org/10.1038/s41467-018-05282-6openalex-snapshot
Brain-controlled modulation of spinal circuits improves recovery from spinal cord injury
inferred← citeshttps://doi.org/10.1038/s41467-021-22137-9openalex-snapshot
Multi-pronged neuromodulation intervention engages the residual motor circuitry to facilitate walking in a rat model of spinal cord injury
inferred← citeshttps://doi.org/10.1038/s41586-023-06094-5openalex-snapshot
Walking naturally after spinal cord injury using a brain–spine interface
inferred← citeshttps://doi.org/10.1038/s41591-019-0475-6openalex-snapshot
Spinal cord repair: advances in biology and technology
inferred← citeshttps://doi.org/10.1038/s41593-026-02467-xopenalex-snapshot
In conversation with Miguel Nicolelis
inferred← citeshttps://doi.org/10.1038/s41597-023-02243-7openalex-snapshot
An EEG database for the cognitive assessment of motor imagery during walking with a lower-limb exoskeleton
inferred← citeshttps://doi.org/10.1038/s41598-017-14003-wopenalex-snapshot
Motor recovery after activity-based training with spinal cord epidural stimulation in a chronic motor complete paraplegic
inferred← citeshttps://doi.org/10.1038/s41598-017-18757-1openalex-snapshot
Highly conserved molecular pathways, including Wnt signaling, promote functional recovery from spinal cord injury in lampreys
inferred← citeshttps://doi.org/10.1038/s41598-018-29091-5openalex-snapshot
Feasibility and safety of shared EEG/EOG and vision-guided autonomous whole-arm exoskeleton control to perform activities of daily living
inferred← citeshttps://doi.org/10.1038/s41598-019-43041-9openalex-snapshot
Non-invasive, Brain-controlled Functional Electrical Stimulation for Locomotion Rehabilitation in Individuals with Paraplegia
inferred← citeshttps://doi.org/10.1038/s41598-019-49237-3openalex-snapshot
Novel instrumented frame for standing exercising of users with complete spinal cord injuries
inferred← citeshttps://doi.org/10.1038/s41598-020-57617-3openalex-snapshot
A Brain to Spine Interface for Transferring Artificial Sensory Information
inferred← citeshttps://doi.org/10.1038/s41598-022-08917-3openalex-snapshot
Impact of virtual embodiment and exercises on functional ability and range of motion in orthopedic rehabilitation
inferred← citeshttps://doi.org/10.1038/s41598-022-24864-5openalex-snapshot
Training with noninvasive brain–machine interface, tactile feedback, and locomotion to enhance neurological recovery in individuals with complete paraplegia: a randomized pilot study
inferred← citeshttps://doi.org/10.1038/s41598-025-18277-3openalex-snapshot
Cortical modulation through robotic gait training with motor imagery brain-computer interface enhances bladder function in individuals with spinal cord injury
inferred← citeshttps://doi.org/10.1038/s41598-026-36431-3openalex-snapshot
Virtual reality mediated brain-computer interface training improves sensorimotor neuromodulation in unimpaired and post spinal cord injury individuals
inferred← citeshttps://doi.org/10.1038/s44222-024-00185-2openalex-snapshot
Translation of neurotechnologies
inferred← citeshttps://doi.org/10.1038/s44222-026-00431-9openalex-snapshot
Neuromodulation for gait disorders
inferred← citeshttps://doi.org/10.1038/s44328-026-00109-7openalex-snapshot
Materials and microsystems for stable and high-efficiency brain-computer interfaces in signal recording
inferred← citeshttps://doi.org/10.1038/s44385-026-00098-2openalex-snapshot
Cross-region neural signal reconstruction to lift electrode placement constraints in SSVEP brain-computer interfaces
inferred← citeshttps://doi.org/10.1038/sc.2017.72openalex-snapshot
Understanding cortical topographical changes in liminally contractable muscles in SCI: importance of all mechanisms of neural dysfunction
inferred← citeshttps://doi.org/10.1038/srep32293openalex-snapshot
Assimilation of virtual legs and perception of floor texture by complete paraplegic patients receiving artificial tactile feedback
inferred← citeshttps://doi.org/10.1063/1.5006461openalex-snapshot
A brain-controlled lower-limb exoskeleton for human gait training
inferred← citeshttps://doi.org/10.1073/pnas.2418920122openalex-snapshot
Electrical spinal cord stimulation promotes focal sensorimotor activation that accelerates brain–computer interface skill learning
inferred← citeshttps://doi.org/10.1080/09638288.2026.2647655openalex-snapshot
Experiences of using immersive virtual reality in people with spinal cord injury with neuropathic pain: a mixed methods study
inferred← citeshttps://doi.org/10.1080/10749357.2020.1802969openalex-snapshot
Therapeutic effect of AiWalker on balance and walking ability in patients with stroke: A pilot study
inferred← citeshttps://doi.org/10.1080/10790268.2017.1369215openalex-snapshot
Prediction of specific hand movements using electroencephalographic signals
inferred← citeshttps://doi.org/10.1080/10790268.2017.1390644openalex-snapshot
Walking speed is not the best outcome to evaluate the effect of robotic assisted gait training in people with motor incomplete Spinal Cord Injury: A Systematic Review with meta-analysis
inferred← citeshttps://doi.org/10.1080/10790268.2019.1575554openalex-snapshot
Virtual reality for the treatment of neuropathic pain in people with spinal cord injuries: A scoping review
inferred← citeshttps://doi.org/10.1080/17483107.2023.2170477openalex-snapshot
Research of intent recognition in rehabilitation robots: a systematic review
inferred← citeshttps://doi.org/10.1080/2326263x.2019.1697163openalex-snapshot
Workshops of the seventh international brain-computer interface meeting: not getting lost in translation
inferred← citeshttps://doi.org/10.1080/27706710.2023.2183096openalex-snapshot
The corticomuscular coupling underlying movement and its application for rehabilitation: a review
inferred← citeshttps://doi.org/10.1088/1741-2552/aa525fopenalex-snapshot
A hybrid BMI-based exoskeleton for paresis: EMG control for assisting arm movements
inferred← citeshttps://doi.org/10.1088/1741-2552/aa7df9openalex-snapshot
Brain-actuated gait trainer with visual and proprioceptive feedback
inferred← citeshttps://doi.org/10.1088/1741-2552/aa8ce3openalex-snapshot
Combined rTMS and virtual reality brain–computer interface training for motor recovery after stroke
inferred← citeshttps://doi.org/10.1088/1741-2552/aa8dc1openalex-snapshot
Augmenting intracortical brain-machine interface with neurally driven error detectors
inferred← citeshttps://doi.org/10.1088/1741-2552/aaa8c0openalex-snapshot
Brain–machine interfaces for controlling lower-limb powered robotic systems
inferred← citeshttps://doi.org/10.1088/1741-2552/ab2706openalex-snapshot
Single-paradigm and hybrid brain computing interfaces and their use by disabled patients
inferred← citeshttps://doi.org/10.1088/1741-2552/ab7cfbopenalex-snapshot
Effects of MEG-based neurofeedback for hand rehabilitation after tetraplegia: preliminary findings in cortical modulations and grip strength
inferred← citeshttps://doi.org/10.1088/1741-2552/ab9842openalex-snapshot
Deep learning-based BCI for gait decoding from EEG with LSTM recurrent neural network
inferred← citeshttps://doi.org/10.1088/1741-2552/abca17openalex-snapshot
A review of user training methods in brain computer interfaces based on mental tasks
inferred← citeshttps://doi.org/10.1088/1741-2552/abee51openalex-snapshot
A multi-modal modified feedback self-paced BCI to control the gait of an avatar
inferred← citeshttps://doi.org/10.1088/1741-2552/ac07bdopenalex-snapshot
Neural decoding of gait phases during motor imagery and improvement of the decoding accuracy by concurrent action observation
inferred← citeshttps://doi.org/10.1088/1741-2552/ac60caopenalex-snapshot
Evaluating the clinical benefit of brain-computer interfaces for control of a personal computer
inferred← citeshttps://doi.org/10.1088/1741-2552/ac74e0openalex-snapshot
How to successfully classify EEG in motor imagery BCI: a metrological analysis of the state of the art
inferred← citeshttps://doi.org/10.1088/1741-2552/acb73bopenalex-snapshot
EEG changes during passive movements improve the motor imagery feature extraction in BCIs-based sensory feedback calibration
inferred← citeshttps://doi.org/10.1088/2058-8585/abc3caopenalex-snapshot
Flexible neural interfaces for brain implants—the pursuit of thinness and high density
inferred← citeshttps://doi.org/10.1089/brain.2024.0005openalex-snapshot
State of the Art of Brain Function Detection Technologies in Robot-Assisted Lower Limb Rehabilitation
inferred← citeshttps://doi.org/10.1089/neu.2022.0009openalex-snapshot
Management of Acute Spinal Cord Injury: Where Have We Been? Where Are We Now? Where Are We Going?
inferred← citeshttps://doi.org/10.1093/cercor/bhz013openalex-snapshot
Neurofeedback Training of Gamma Oscillations in Monkey Primary Visual Cortex
inferred← citeshttps://doi.org/10.1093/neuros/nyy128openalex-snapshot
Toward Functional Restoration of the Central Nervous System: A Review of Translational Neuroscience Principles
inferred← citeshttps://doi.org/10.1093/nsr/nwac212openalex-snapshot
Deep brain–machine interfaces: sensing and modulating the human deep brain
inferred← citeshttps://doi.org/10.1093/pm/pnab217openalex-snapshot
The Analgesic Effects of Virtual Reality for People with Chronic Pain: A Scoping Review
inferred← citeshttps://doi.org/10.1097/01.css.0001193304.82253.78openalex-snapshot
Emerging Technologies in Spinal Cord Injury
inferred← citeshttps://doi.org/10.1097/j.pain.0000000000002348openalex-snapshot
Immersive interactive virtual walking reduces neuropathic pain in spinal cord injury: findings from a preliminary investigation of feasibility and clinical efficacy
inferred← citeshttps://doi.org/10.1101/2024.05.16.594100openalex-snapshot
TMS-based neurofeedback training of mental finger individuation induces neuroplastic changes in the sensorimotor cortex
inferred← citeshttps://doi.org/10.1101/2025.07.31.667972openalex-snapshot
Higher attention is associated with stronger sensorimotor connectivity during a target pursuit task
inferred← citeshttps://doi.org/10.1108/ir-03-2018-0046openalex-snapshot
Rehabilitation robots
inferred← citeshttps://doi.org/10.1109/access.2019.2940034openalex-snapshot
Single-Trial Classification of Different Movements on One Arm Based on ERD/ERS and Corticomuscular Coherence
inferred← citeshttps://doi.org/10.1109/access.2021.3068929openalex-snapshot
Improving Motor Imagery of Gait on a Brain–Computer Interface by Means of Virtual Reality: A Case of Study
inferred← citeshttps://doi.org/10.1109/access.2021.3075253openalex-snapshot
Preliminary Study on Real-Time Prediction of Gait Acceleration Intention From Volition-Associated EEG Patterns
inferred← citeshttps://doi.org/10.1109/access.2025.3630223openalex-snapshot
Toward Practical Wrist BCIs: Multi-Class EEG Classification of Actual and Imagined Movements
inferred← citeshttps://doi.org/10.1109/bci51272.2021.9385324openalex-snapshot
Generic BCI Classifiers for Discrimination of Motor Imagery of Left/Right Steps and Forward Walking
inferred← citeshttps://doi.org/10.1109/bci51272.2021.9385371openalex-snapshot
The brain-computer interface based robot gives spinal cord injury patients a full-cycle active rehabilitation
inferred← citeshttps://doi.org/10.1109/cbms.2017.34openalex-snapshot
Visual Versus Kinesthetic Motor Imagery for BCI Control of Robotic Arms (Mercury 2.0)
inferred← citeshttps://doi.org/10.1109/ccdc.2017.7978394openalex-snapshot
An EEG-based brain-computer interface for gait training
inferred← citeshttps://doi.org/10.1109/cnn59923.2023.10275206openalex-snapshot
Controlling the Number of Spikes in FitzHugh–Nagumo System Under Periodic Forcing
inferred← citeshttps://doi.org/10.1109/comst.2021.3090778openalex-snapshot
Neurosciences and Wireless Networks: The Potential of Brain-Type Communications and Their Applications
inferred← citeshttps://doi.org/10.1109/embc44109.2020.9176718openalex-snapshot
A Prototype of a Fully-Implantable Charge-Balanced Artificial Sensory Stimulator for Bi-directional Brain-Computer-Interface (BD-BCI)
inferred← citeshttps://doi.org/10.1109/iaecst64597.2024.11117898openalex-snapshot
Spatiotemporal Filtering Bank for Decoding Motor Imagery EEG Signals
inferred← citeshttps://doi.org/10.1109/ibitec59006.2023.10390929openalex-snapshot
VR and Exoskeleton Assisted Lower Limb Rehabilitation based on Motor Imagery BCI
inferred← citeshttps://doi.org/10.1109/icar53236.2021.9659361openalex-snapshot
Using Robot Skin to Support Physical Therapy Routines with a Lightweight Upper-Limb Exoskeleton
inferred← citeshttps://doi.org/10.1109/icorr.2017.8009363openalex-snapshot
Influence of artifacts on movement intention decoding from EEG activity in severely paralyzed stroke patients
inferred← citeshttps://doi.org/10.1109/icorr.2017.8009483openalex-snapshot
TWIICE — A lightweight lower-limb exoskeleton for complete paraplegics
inferred← citeshttps://doi.org/10.1109/icorr.2019.8779440openalex-snapshot
Bio-inspired standing balance controller for a full-mobilization exoskeleton
inferred← citeshttps://doi.org/10.1109/icorr58425.2023.10304706openalex-snapshot
INSPIIRE – A Modular and Passive Exoskeleton to Investigate Human Walking and Balance
inferred← citeshttps://doi.org/10.1109/icorr58425.2023.10304770openalex-snapshot
Towards Translation of Novel Neurorehabilitation Systems: A Practical Approach to Usability Testing
inferred← citeshttps://doi.org/10.1109/icorr66766.2025.11063010openalex-snapshot
Optimising Continuous Control of Real-Time Brain-Computer Interfaces Through Trial Length and Feedback Update Interval Selection
inferred← citeshttps://doi.org/10.1109/ihtc.2017.8058169openalex-snapshot
Technological aspects of traumatic spinal cord injury rehabilitation
inferred← citeshttps://doi.org/10.1109/ijcnn60899.2024.10651174openalex-snapshot
Efficient Neural Decoder: Mixture-Regularized Bidirectional GRU with Attention
inferred← citeshttps://doi.org/10.1109/iscas.2018.8351890openalex-snapshot
Closed-loop electrophysiology: Past, present and future perspectives and applications
inferred← citeshttps://doi.org/10.1109/jproc.2019.2933348openalex-snapshot
A Comprehensive Realization of Robot Skin: Sensors, Sensing, Control, and Applications
inferred← citeshttps://doi.org/10.1109/jsyst.2020.3021751openalex-snapshot
Minimizing Biosignal Recording Sites for Noninvasive Hybrid Brain/Neural Control
inferred← citeshttps://doi.org/10.1109/lars/sbr/wre.2018.00031openalex-snapshot
Development of Immersive Virtual Reality Interface for Lower-Limb Robotic Rehabilitation
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