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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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Vydáno v:Front Neurosci
Hlavní autoři: Boubela, Roland N., Kalcher, Klaudius, Huf, Wolfgang, Našel, Christian, Moser, Ewald
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2016
Témata:
On-line přístup: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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