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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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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. |
format | Online Article Text |
id | pubmed-8144708 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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