Abstract

Robot-aided systems to support the physical rehabilitation of individuals with neurological impairment is one of the fields that has been widely developed in the last few decades. However, the adoption of these systems in clinical practice remains limited. In order to better understanding the causes of this limitation, a systematic review of robot-based systems focused on upper extremity rehabilitation is presented in this paper. A systematic search and review of related articles in the literature were conducted. The chosen works were analyzed according to the type of device, the data analysis capability, the therapy method, the human–robot interaction, the safety strategies, and the focus of treatment. As a conclusion, self-adaptation for personalizing the treatments, safeguarding and enhancing of patient–robot interaction towards training essential factors of movement generation into the same paradigm, or the use of lifelike environments in fully-immersive virtual reality for increasing the assimilation of motor gains could be relevant factors to develop more accepted robot-aided systems in clinical practice.

Highlights

  • Neurological disorders are the leading cause of disability and the second cause of death worldwide, representing a huge public health problem [1,2]

  • All of the systems selected have been used in clinical trials with various patients with motor deficits derived from different neurological disorders

  • Robotic rehabilitation systems comprises one of the fields that has been widely developed in recent decades

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Summary

Introduction

Neurological disorders are the leading cause of disability and the second cause of death worldwide, representing a huge public health problem [1,2]. One of the goals of neurorehabilitation is to regain motor function, which is essential to perform activities of daily living (ADL) autonomously In this regard, a variety of robot-based devices has been investigated to support clinicians in neurorehabilitation [6,7]. The number of robotic rehabilitation systems in clinical use is small It is not clear which ones are the more useful strategies for transferring the motor gains to the performance of ADL. A systematic review of robot-based systems focused on the rehabilitation of upper extremity (UE) motor function was conducted. This review presents, from the specific perspective of intervention, an analysis of the literature of the RRS in order to identify the treatment strategies, the analytic capability of performance-based metrics, and the gaps in human–robot (patient– and therapist–robot) interaction channels.

Neurological Rehabilitation
Robotics in Healthcare
Robot-Aided Modalities for Upper Limb Training
Literature Review Summary
Materials and Methods
Limitations
Robot-Aided Rehabilitation of Upper Limb Motor Function
Methods for Therapy
Data Analysis Capability
Adaptability of Treatments
Intervention and Safety Strategies
Focus of Treatment
Interaction Channel and Feedback for the User
Framework for Robot-Aided Systems in Clinical Practice
Efficient Human–Robot Interactions
Safety in Physical Human–Robot Interaction
Scenarios for Boosting Motor Gain Assimilation
Towards More Autonomous Interventions
Findings
Conclusions
Full Text
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