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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....
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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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. |
format | Online Article Text |
id | pubmed-10016263 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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