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LinkRbrain: Multi-scale data integrator of the brain
- Source :
- Journal of Neuroscience Methods, Journal of Neuroscience Methods, Elsevier, 2015, 241, pp.44-52. ⟨10.1016/j.jneumeth.2014.12.008⟩, Journal of Neuroscience Methods, 2015, 241, pp.44-52. ⟨10.1016/j.jneumeth.2014.12.008⟩
- Publication Year :
- 2015
- Publisher :
- HAL CCSD, 2015.
-
Abstract
- International audience; BackgroundLinkRbrain is an open-access web platform for multi-scale data integration and visualization of human brain data. This platform integrates anatomical, functional, and genetic knowledge produced by the scientific community.New methodThe linkRbrain platform has two major components: (1) a data aggregation component that integrates multiple open databases into a single platform with a unified representation; and (2) a website that provides fast multi-scale integration and visualization of these data and makes the results immediately available.ResultsLinkRbrain allows users to visualize functional networks or/and genetic expression over a standard brain template (MNI152). Interrelationships between these components based on topographical overlap are displayed using relational graphs. Moreover, linkRbrain enables comparison of new experimental results with previous published works.Comparison with existing methodsPrevious tools and studies illustrate the opportunities of data mining across multiple tiers of neuroscience and genetic information. However, a global systematic approach is still missing to gather cognitive, topographical, and genetic knowledge in a common framework in order to facilitate their visualization, comparison, and integration.ConclusionsLinkRbrain is an efficient open-access tool that affords an integrative understanding of human brain function.
- Subjects :
- Complex systems
Databases, Factual
Computer science
computer.software_genre
Brain mapping
Article
Software
Platform
Genetics
Integrative
Data Mining
Humans
[SDV.NEU] Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC]
Multi-scale
Brain Mapping
Internet
business.industry
Gene Expression Profiling
General Neuroscience
Brain
Anatomo-functional
Magnetic Resonance Imaging
Visualization
Open databases
Integrator
The Internet
[SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC]
Neural Networks, Computer
Data mining
business
Scale (map)
computer
Data integration
Subjects
Details
- Language :
- English
- ISSN :
- 01650270
- Database :
- OpenAIRE
- Journal :
- Journal of Neuroscience Methods, Journal of Neuroscience Methods, Elsevier, 2015, 241, pp.44-52. ⟨10.1016/j.jneumeth.2014.12.008⟩, Journal of Neuroscience Methods, 2015, 241, pp.44-52. ⟨10.1016/j.jneumeth.2014.12.008⟩
- Accession number :
- edsair.doi.dedup.....b87eb52facb016bc6608b2b5ddb35590
- Full Text :
- https://doi.org/10.1016/j.jneumeth.2014.12.008⟩