Cognitive Rehabilitation and Assistive Robotics for Neurological Disorders: A Comprehensive Review
DOI:
https://doi.org/10.00786/a6bdbv20Keywords:
Integrated therapy, Neuroplasticity, machine learning, virtual reality , Neurological disorders, Assistive robotics, Cognitive rehabilitation, Motor recoveryAbstract
Background
Neurological disorders, including stroke, Parkinson's disease, and traumatic brain injuries, often lead to significant motor and cognitive impairments. Traditional rehabilitation methods, while beneficial, rarely address both cognitive and motor deficits comprehensively. Assistive robotics and cognitive rehabilitation offer transformative potential by integrating advanced technologies into therapeutic approaches.
Objective
To provide a comprehensive review of advancements, challenges, and future directions in cognitive rehabilitation and assistive robotics for neurological disorders, emphasizing their integration for holistic patient recovery.
Methods
This review synthesizes findings from recent studies, systematic reviews, and clinical trials related to cognitive rehabilitation and assistive robotics. Key areas explored include the development of robotic devices, virtual reality applications, machine learning-based therapy customization, and the integration of cognitive and motor rehabilitation techniques.
Results
Assistive Robotics: Devices such as Lokomat, Hybrid Assistive Limb (HAL), ReWalk, and EksoGT have demonstrated significant improvements in gait training, motor recovery, and patient independence.
Cognitive Rehabilitation: Virtual reality and machine learning have transformed cognitive training, allowing personalized and immersive therapeutic experiences.
Integrated Approaches: Combining robotics with cognitive rehabilitation results in enhanced outcomes, including improved neuroplasticity, motor function, and cognitive abilities.
Challenges: High costs, limited accessibility, and the need for personalized approaches hinder widespread adoption.
Conclusion
The integration of assistive robotics and cognitive rehabilitation offers a paradigm shift in managing neurological disorders, providing tailored, intensive interventions that improve recovery outcomes and patient autonomy. However, challenges such as cost and accessibility must be addressed. Future research should focus on scalable, affordable solutions and optimizing long-term therapeutic effects.
