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A Telemedicine Platform for Aphasia: Protocol for a Development and Usability Study

BACKGROUND: Aphasia is a central disorder of comprehension and expression of language that cannot be attributed to a peripheral sensory deficit or a peripheral motor disorder. The diagnosis and treatment of aphasia are complex. Interventions that facilitate this process can lead to an increase in th...

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Detalles Bibliográficos
Autores principales: Nunes, Monara, Teles, Ariel Soares, Farias, Daniel, Diniz, Claudia, Bastos, Victor Hugo, Teixeira, Silmar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9732749/
https://www.ncbi.nlm.nih.gov/pubmed/36422881
http://dx.doi.org/10.2196/40603
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author Nunes, Monara
Teles, Ariel Soares
Farias, Daniel
Diniz, Claudia
Bastos, Victor Hugo
Teixeira, Silmar
author_facet Nunes, Monara
Teles, Ariel Soares
Farias, Daniel
Diniz, Claudia
Bastos, Victor Hugo
Teixeira, Silmar
author_sort Nunes, Monara
collection PubMed
description BACKGROUND: Aphasia is a central disorder of comprehension and expression of language that cannot be attributed to a peripheral sensory deficit or a peripheral motor disorder. The diagnosis and treatment of aphasia are complex. Interventions that facilitate this process can lead to an increase in the number of assisted patients and greater precision in the therapeutic choice by the health professional. OBJECTIVE: This paper describes a protocol for a study that aims to implement a computer-based solution (ie, a telemedicine platform) that uses deep learning to classify vocal data from participants with aphasia and to develop serious games to treat aphasia. Additionally, this study aims to evaluate the usability and user experience of the proposed solution. METHODS: Our interactive and smart platform will be developed to provide an alternative option for professionals and their patients with aphasia. We will design 2 serious games for aphasia rehabilitation and a deep learning–driven computational solution to aid diagnosis. A pilot evaluation of usability and user experience will reveal user satisfaction with platform features. RESULTS: Data collection began in June 2022 and is currently ongoing. Results of system development as well as usability should be published by mid-2023. CONCLUSIONS: This research will contribute to the treatment and diagnosis of aphasia by developing a telemedicine platform based on a co-design process. Therefore, this research will provide an alternative method for health care to patients with aphasia. Additionally, it will guide further studies with the same purpose. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/40603
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spelling pubmed-97327492022-12-10 A Telemedicine Platform for Aphasia: Protocol for a Development and Usability Study Nunes, Monara Teles, Ariel Soares Farias, Daniel Diniz, Claudia Bastos, Victor Hugo Teixeira, Silmar JMIR Res Protoc Protocol BACKGROUND: Aphasia is a central disorder of comprehension and expression of language that cannot be attributed to a peripheral sensory deficit or a peripheral motor disorder. The diagnosis and treatment of aphasia are complex. Interventions that facilitate this process can lead to an increase in the number of assisted patients and greater precision in the therapeutic choice by the health professional. OBJECTIVE: This paper describes a protocol for a study that aims to implement a computer-based solution (ie, a telemedicine platform) that uses deep learning to classify vocal data from participants with aphasia and to develop serious games to treat aphasia. Additionally, this study aims to evaluate the usability and user experience of the proposed solution. METHODS: Our interactive and smart platform will be developed to provide an alternative option for professionals and their patients with aphasia. We will design 2 serious games for aphasia rehabilitation and a deep learning–driven computational solution to aid diagnosis. A pilot evaluation of usability and user experience will reveal user satisfaction with platform features. RESULTS: Data collection began in June 2022 and is currently ongoing. Results of system development as well as usability should be published by mid-2023. CONCLUSIONS: This research will contribute to the treatment and diagnosis of aphasia by developing a telemedicine platform based on a co-design process. Therefore, this research will provide an alternative method for health care to patients with aphasia. Additionally, it will guide further studies with the same purpose. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/40603 JMIR Publications 2022-11-24 /pmc/articles/PMC9732749/ /pubmed/36422881 http://dx.doi.org/10.2196/40603 Text en ©Monara Nunes, Ariel Soares Teles, Daniel Farias, Claudia Diniz, Victor Hugo Bastos, Silmar Teixeira. Originally published in JMIR Research Protocols (https://www.researchprotocols.org), 24.11.2022. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Research Protocols, is properly cited. The complete bibliographic information, a link to the original publication on https://www.researchprotocols.org, as well as this copyright and license information must be included.
spellingShingle Protocol
Nunes, Monara
Teles, Ariel Soares
Farias, Daniel
Diniz, Claudia
Bastos, Victor Hugo
Teixeira, Silmar
A Telemedicine Platform for Aphasia: Protocol for a Development and Usability Study
title A Telemedicine Platform for Aphasia: Protocol for a Development and Usability Study
title_full A Telemedicine Platform for Aphasia: Protocol for a Development and Usability Study
title_fullStr A Telemedicine Platform for Aphasia: Protocol for a Development and Usability Study
title_full_unstemmed A Telemedicine Platform for Aphasia: Protocol for a Development and Usability Study
title_short A Telemedicine Platform for Aphasia: Protocol for a Development and Usability Study
title_sort telemedicine platform for aphasia: protocol for a development and usability study
topic Protocol
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9732749/
https://www.ncbi.nlm.nih.gov/pubmed/36422881
http://dx.doi.org/10.2196/40603
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