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Computational Psychiatry Research Map (CPSYMAP): A New Database for Visualizing Research Papers

The field of computational psychiatry is growing in prominence along with recent advances in computational neuroscience, machine learning, and the cumulative scientific understanding of psychiatric disorders. Computational approaches based on cutting-edge technologies and high-dimensional data are e...

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Autores principales: Kato, Ayaka, Kunisato, Yoshihiko, Katahira, Kentaro, Okimura, Tsukasa, Yamashita, Yuichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7746554/
https://www.ncbi.nlm.nih.gov/pubmed/33343418
http://dx.doi.org/10.3389/fpsyt.2020.578706
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author Kato, Ayaka
Kunisato, Yoshihiko
Katahira, Kentaro
Okimura, Tsukasa
Yamashita, Yuichi
author_facet Kato, Ayaka
Kunisato, Yoshihiko
Katahira, Kentaro
Okimura, Tsukasa
Yamashita, Yuichi
author_sort Kato, Ayaka
collection PubMed
description The field of computational psychiatry is growing in prominence along with recent advances in computational neuroscience, machine learning, and the cumulative scientific understanding of psychiatric disorders. Computational approaches based on cutting-edge technologies and high-dimensional data are expected to provide an understanding of psychiatric disorders with integrating the notions of psychology and neuroscience, and to contribute to clinical practices. However, the multidisciplinary nature of this field seems to limit the development of computational psychiatry studies. Computational psychiatry combines knowledge from neuroscience, psychiatry, and computation; thus, there is an emerging need for a platform to integrate and coordinate these perspectives. In this study, we developed a new database for visualizing research papers as a two-dimensional “map” called the Computational Psychiatry Research Map (CPSYMAP). This map shows the distribution of papers along neuroscientific, psychiatric, and computational dimensions to enable anyone to find niche research and deepen their understanding ofthe field.
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spelling pubmed-77465542020-12-19 Computational Psychiatry Research Map (CPSYMAP): A New Database for Visualizing Research Papers Kato, Ayaka Kunisato, Yoshihiko Katahira, Kentaro Okimura, Tsukasa Yamashita, Yuichi Front Psychiatry Psychiatry The field of computational psychiatry is growing in prominence along with recent advances in computational neuroscience, machine learning, and the cumulative scientific understanding of psychiatric disorders. Computational approaches based on cutting-edge technologies and high-dimensional data are expected to provide an understanding of psychiatric disorders with integrating the notions of psychology and neuroscience, and to contribute to clinical practices. However, the multidisciplinary nature of this field seems to limit the development of computational psychiatry studies. Computational psychiatry combines knowledge from neuroscience, psychiatry, and computation; thus, there is an emerging need for a platform to integrate and coordinate these perspectives. In this study, we developed a new database for visualizing research papers as a two-dimensional “map” called the Computational Psychiatry Research Map (CPSYMAP). This map shows the distribution of papers along neuroscientific, psychiatric, and computational dimensions to enable anyone to find niche research and deepen their understanding ofthe field. Frontiers Media S.A. 2020-12-04 /pmc/articles/PMC7746554/ /pubmed/33343418 http://dx.doi.org/10.3389/fpsyt.2020.578706 Text en Copyright © 2020 Kato, Kunisato, Katahira, Okimura and Yamashita. http://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 Psychiatry
Kato, Ayaka
Kunisato, Yoshihiko
Katahira, Kentaro
Okimura, Tsukasa
Yamashita, Yuichi
Computational Psychiatry Research Map (CPSYMAP): A New Database for Visualizing Research Papers
title Computational Psychiatry Research Map (CPSYMAP): A New Database for Visualizing Research Papers
title_full Computational Psychiatry Research Map (CPSYMAP): A New Database for Visualizing Research Papers
title_fullStr Computational Psychiatry Research Map (CPSYMAP): A New Database for Visualizing Research Papers
title_full_unstemmed Computational Psychiatry Research Map (CPSYMAP): A New Database for Visualizing Research Papers
title_short Computational Psychiatry Research Map (CPSYMAP): A New Database for Visualizing Research Papers
title_sort computational psychiatry research map (cpsymap): a new database for visualizing research papers
topic Psychiatry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7746554/
https://www.ncbi.nlm.nih.gov/pubmed/33343418
http://dx.doi.org/10.3389/fpsyt.2020.578706
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