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Visbrain: A Multi-Purpose GPU-Accelerated Open-Source Suite for Multimodal Brain Data Visualization
We present Visbrain, a Python open-source package that offers a comprehensive visualization suite for neuroimaging and electrophysiological brain data. Visbrain consists of two levels of abstraction: (1) objects which represent highly configurable neuro-oriented visual primitives (3D brain, sources...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6439346/ https://www.ncbi.nlm.nih.gov/pubmed/30967769 http://dx.doi.org/10.3389/fninf.2019.00014 |
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author | Combrisson, Etienne Vallat, Raphael O'Reilly, Christian Jas, Mainak Pascarella, Annalisa Saive, Anne-lise Thiery, Thomas Meunier, David Altukhov, Dmitrii Lajnef, Tarek Ruby, Perrine Guillot, Aymeric Jerbi, Karim |
author_facet | Combrisson, Etienne Vallat, Raphael O'Reilly, Christian Jas, Mainak Pascarella, Annalisa Saive, Anne-lise Thiery, Thomas Meunier, David Altukhov, Dmitrii Lajnef, Tarek Ruby, Perrine Guillot, Aymeric Jerbi, Karim |
author_sort | Combrisson, Etienne |
collection | PubMed |
description | We present Visbrain, a Python open-source package that offers a comprehensive visualization suite for neuroimaging and electrophysiological brain data. Visbrain consists of two levels of abstraction: (1) objects which represent highly configurable neuro-oriented visual primitives (3D brain, sources connectivity, etc.) and (2) graphical user interfaces for higher level interactions. The object level offers flexible and modular tools to produce and automate the production of figures using an approach similar to that of Matplotlib with subplots. The second level visually connects these objects by controlling properties and interactions through graphical interfaces. The current release of Visbrain (version 0.4.2) contains 14 different objects and three responsive graphical user interfaces, built with PyQt: Signal, for the inspection of time-series and spectral properties, Brain for any type of visualization involving a 3D brain and Sleep for polysomnographic data visualization and sleep analysis. Each module has been developed in tight collaboration with end-users, i.e., primarily neuroscientists and domain experts, who bring their experience to make Visbrain as transparent as possible to the recording modalities (e.g., intracranial EEG, scalp-EEG, MEG, anatomical and functional MRI). Visbrain is developed on top of VisPy, a Python package providing high-performance 2D and 3D visualization by leveraging the computational power of the graphics card. Visbrain is available on Github and comes with a documentation, examples, and datasets (http://visbrain.org). |
format | Online Article Text |
id | pubmed-6439346 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-64393462019-04-09 Visbrain: A Multi-Purpose GPU-Accelerated Open-Source Suite for Multimodal Brain Data Visualization Combrisson, Etienne Vallat, Raphael O'Reilly, Christian Jas, Mainak Pascarella, Annalisa Saive, Anne-lise Thiery, Thomas Meunier, David Altukhov, Dmitrii Lajnef, Tarek Ruby, Perrine Guillot, Aymeric Jerbi, Karim Front Neuroinform Neuroscience We present Visbrain, a Python open-source package that offers a comprehensive visualization suite for neuroimaging and electrophysiological brain data. Visbrain consists of two levels of abstraction: (1) objects which represent highly configurable neuro-oriented visual primitives (3D brain, sources connectivity, etc.) and (2) graphical user interfaces for higher level interactions. The object level offers flexible and modular tools to produce and automate the production of figures using an approach similar to that of Matplotlib with subplots. The second level visually connects these objects by controlling properties and interactions through graphical interfaces. The current release of Visbrain (version 0.4.2) contains 14 different objects and three responsive graphical user interfaces, built with PyQt: Signal, for the inspection of time-series and spectral properties, Brain for any type of visualization involving a 3D brain and Sleep for polysomnographic data visualization and sleep analysis. Each module has been developed in tight collaboration with end-users, i.e., primarily neuroscientists and domain experts, who bring their experience to make Visbrain as transparent as possible to the recording modalities (e.g., intracranial EEG, scalp-EEG, MEG, anatomical and functional MRI). Visbrain is developed on top of VisPy, a Python package providing high-performance 2D and 3D visualization by leveraging the computational power of the graphics card. Visbrain is available on Github and comes with a documentation, examples, and datasets (http://visbrain.org). Frontiers Media S.A. 2019-03-22 /pmc/articles/PMC6439346/ /pubmed/30967769 http://dx.doi.org/10.3389/fninf.2019.00014 Text en Copyright © 2019 Combrisson, Vallat, O'Reilly, Jas, Pascarella, Saive, Thiery, Meunier, Altukhov, Lajnef, Ruby, Guillot and Jerbi. 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 | Neuroscience Combrisson, Etienne Vallat, Raphael O'Reilly, Christian Jas, Mainak Pascarella, Annalisa Saive, Anne-lise Thiery, Thomas Meunier, David Altukhov, Dmitrii Lajnef, Tarek Ruby, Perrine Guillot, Aymeric Jerbi, Karim Visbrain: A Multi-Purpose GPU-Accelerated Open-Source Suite for Multimodal Brain Data Visualization |
title | Visbrain: A Multi-Purpose GPU-Accelerated Open-Source Suite for Multimodal Brain Data Visualization |
title_full | Visbrain: A Multi-Purpose GPU-Accelerated Open-Source Suite for Multimodal Brain Data Visualization |
title_fullStr | Visbrain: A Multi-Purpose GPU-Accelerated Open-Source Suite for Multimodal Brain Data Visualization |
title_full_unstemmed | Visbrain: A Multi-Purpose GPU-Accelerated Open-Source Suite for Multimodal Brain Data Visualization |
title_short | Visbrain: A Multi-Purpose GPU-Accelerated Open-Source Suite for Multimodal Brain Data Visualization |
title_sort | visbrain: a multi-purpose gpu-accelerated open-source suite for multimodal brain data visualization |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6439346/ https://www.ncbi.nlm.nih.gov/pubmed/30967769 http://dx.doi.org/10.3389/fninf.2019.00014 |
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