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NeuroSuites: An online platform for running neuroscience, statistical, and machine learning tools

Nowadays, an enormous amount of high dimensional data is available in the field of neuroscience. Handling these data is complex and requires the use of efficient tools to transform them into useful knowledge. In this work we present NeuroSuites, an easy-access web platform with its own architecture....

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Detalles Bibliográficos
Autores principales: Moreno-Rodríguez, José Luis, Larrañaga, Pedro, Bielza, Concha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10016263/
https://www.ncbi.nlm.nih.gov/pubmed/36938360
http://dx.doi.org/10.3389/fninf.2023.1092967
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author Moreno-Rodríguez, José Luis
Larrañaga, Pedro
Bielza, Concha
author_facet Moreno-Rodríguez, José Luis
Larrañaga, Pedro
Bielza, Concha
author_sort Moreno-Rodríguez, José Luis
collection PubMed
description Nowadays, an enormous amount of high dimensional data is available in the field of neuroscience. Handling these data is complex and requires the use of efficient tools to transform them into useful knowledge. In this work we present NeuroSuites, an easy-access web platform with its own architecture. We compare our platform with other software currently available, highlighting its main strengths. Thanks to its defined architecture, it is able to handle large-scale problems common in some neuroscience fields. NeuroSuites has different neuroscience-oriented applications and tools to integrate statistical data analysis and machine learning algorithms commonly used in this field. As future work, we want to further expand the list of available software tools as well as improve the platform interface according to user demands.
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spelling pubmed-100162632023-03-16 NeuroSuites: An online platform for running neuroscience, statistical, and machine learning tools Moreno-Rodríguez, José Luis Larrañaga, Pedro Bielza, Concha Front Neuroinform Neuroscience Nowadays, an enormous amount of high dimensional data is available in the field of neuroscience. Handling these data is complex and requires the use of efficient tools to transform them into useful knowledge. In this work we present NeuroSuites, an easy-access web platform with its own architecture. We compare our platform with other software currently available, highlighting its main strengths. Thanks to its defined architecture, it is able to handle large-scale problems common in some neuroscience fields. NeuroSuites has different neuroscience-oriented applications and tools to integrate statistical data analysis and machine learning algorithms commonly used in this field. As future work, we want to further expand the list of available software tools as well as improve the platform interface according to user demands. Frontiers Media S.A. 2023-02-17 /pmc/articles/PMC10016263/ /pubmed/36938360 http://dx.doi.org/10.3389/fninf.2023.1092967 Text en Copyright © 2023 Moreno-Rodríguez, Larrañaga and Bielza. 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 Neuroscience
Moreno-Rodríguez, José Luis
Larrañaga, Pedro
Bielza, Concha
NeuroSuites: An online platform for running neuroscience, statistical, and machine learning tools
title NeuroSuites: An online platform for running neuroscience, statistical, and machine learning tools
title_full NeuroSuites: An online platform for running neuroscience, statistical, and machine learning tools
title_fullStr NeuroSuites: An online platform for running neuroscience, statistical, and machine learning tools
title_full_unstemmed NeuroSuites: An online platform for running neuroscience, statistical, and machine learning tools
title_short NeuroSuites: An online platform for running neuroscience, statistical, and machine learning tools
title_sort neurosuites: an online platform for running neuroscience, statistical, and machine learning tools
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10016263/
https://www.ncbi.nlm.nih.gov/pubmed/36938360
http://dx.doi.org/10.3389/fninf.2023.1092967
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