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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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Pubblicato in:Front Neurosci
Autori principali: Boubela, Roland N., Kalcher, Klaudius, Huf, Wolfgang, Našel, Christian, Moser, Ewald
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2016
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Accesso online: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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