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Big Data Approaches for the Analysis of Large-Scale fMRI Data Using Apache Spark and GPU Processing: A Demonstration on Resting-State fMRI Data from the Human Connectome Project

Technologies for scalable analysis of very large datasets have emerged in the domain of internet computing, but are still rarely used in neuroimaging despite the existence of data and research questions in need of efficient computation tools especially in fMRI. In this work, we present software tool...

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Detalhes bibliográficos
Publicado no:Front Neurosci
Main Authors: Boubela, Roland N., Kalcher, Klaudius, Huf, Wolfgang, Našel, Christian, Moser, Ewald
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4701924/
https://ncbi.nlm.nih.gov/pubmed/26778951
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2015.00492
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