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A Systematic Review of Robotic Rehabilitation for Cognitive Training

A large and increasing number of people around the world experience cognitive disability. Rehabilitation robotics has provided promising training and assistance approaches to mitigate cognitive deficits. In this article, we carried out a systematic review on recent developments in robot-assisted cog...

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Autores principales: Yuan, Fengpei, Klavon, Elizabeth, Liu, Ziming, Lopez, Ruth Palan, Zhao, Xiaopeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8144708/
https://www.ncbi.nlm.nih.gov/pubmed/34046433
http://dx.doi.org/10.3389/frobt.2021.605715
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author Yuan, Fengpei
Klavon, Elizabeth
Liu, Ziming
Lopez, Ruth Palan
Zhao, Xiaopeng
author_facet Yuan, Fengpei
Klavon, Elizabeth
Liu, Ziming
Lopez, Ruth Palan
Zhao, Xiaopeng
author_sort Yuan, Fengpei
collection PubMed
description A large and increasing number of people around the world experience cognitive disability. Rehabilitation robotics has provided promising training and assistance approaches to mitigate cognitive deficits. In this article, we carried out a systematic review on recent developments in robot-assisted cognitive training. We included 99 articles in this work and described their applications, enabling technologies, experiments, and products. We also conducted a meta analysis on the articles that evaluated robot-assisted cognitive training protocol with primary end users (i.e., people with cognitive disability). We identified major limitations in current robotics rehabilitation for cognitive training, including the small sample size, non-standard measurement of training and uncontrollable factors. There are still multifaceted challenges in this field, including ethical issues, user-centered (or stakeholder-centered) design, the reliability, trust, and cost-effectiveness, personalization of the robot-assisted cognitive training system. Future research shall also take into consideration human-robot collaboration and social cognition to facilitate a natural human-robot interaction.
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spelling pubmed-81447082021-05-26 A Systematic Review of Robotic Rehabilitation for Cognitive Training Yuan, Fengpei Klavon, Elizabeth Liu, Ziming Lopez, Ruth Palan Zhao, Xiaopeng Front Robot AI Robotics and AI A large and increasing number of people around the world experience cognitive disability. Rehabilitation robotics has provided promising training and assistance approaches to mitigate cognitive deficits. In this article, we carried out a systematic review on recent developments in robot-assisted cognitive training. We included 99 articles in this work and described their applications, enabling technologies, experiments, and products. We also conducted a meta analysis on the articles that evaluated robot-assisted cognitive training protocol with primary end users (i.e., people with cognitive disability). We identified major limitations in current robotics rehabilitation for cognitive training, including the small sample size, non-standard measurement of training and uncontrollable factors. There are still multifaceted challenges in this field, including ethical issues, user-centered (or stakeholder-centered) design, the reliability, trust, and cost-effectiveness, personalization of the robot-assisted cognitive training system. Future research shall also take into consideration human-robot collaboration and social cognition to facilitate a natural human-robot interaction. Frontiers Media S.A. 2021-05-11 /pmc/articles/PMC8144708/ /pubmed/34046433 http://dx.doi.org/10.3389/frobt.2021.605715 Text en Copyright © 2021 Yuan, Klavon, Liu, Lopez and Zhao. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Robotics and AI
Yuan, Fengpei
Klavon, Elizabeth
Liu, Ziming
Lopez, Ruth Palan
Zhao, Xiaopeng
A Systematic Review of Robotic Rehabilitation for Cognitive Training
title A Systematic Review of Robotic Rehabilitation for Cognitive Training
title_full A Systematic Review of Robotic Rehabilitation for Cognitive Training
title_fullStr A Systematic Review of Robotic Rehabilitation for Cognitive Training
title_full_unstemmed A Systematic Review of Robotic Rehabilitation for Cognitive Training
title_short A Systematic Review of Robotic Rehabilitation for Cognitive Training
title_sort systematic review of robotic rehabilitation for cognitive training
topic Robotics and AI
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8144708/
https://www.ncbi.nlm.nih.gov/pubmed/34046433
http://dx.doi.org/10.3389/frobt.2021.605715
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