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Generic Machine Learning Pattern for Neuroimaging-Genetic Studies in the Cloud

Brain imaging is a natural intermediate phenotype to understand the link between genetic information and behavior or brain pathologies risk factors. Massive efforts have been made in the last few years to acquire high-dimensional neuroimaging and genetic data on large cohorts of subjects. The statis...

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Hlavní autoři: Benoit eDa Mota, Radu eTudoran, Alexandru eCostan, Gaël eVaroquaux, Goetz eBrasche, Patricia eConrod, Hervé eLemaitre, Tomas ePaus, Marcella eRietschel, Vincent eFrouin, Jean-Baptiste ePoline, Gabriel eAntoniu, Bertrand eThirion
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2014-04-01
Edice:Frontiers in Neuroinformatics
Témata:
fMRI
machine learning
heritability
Neuroimaging genetics
Cloud computing
On-line přístup:http://journal.frontiersin.org/Journal/10.3389/fninf.2014.00031/full
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