Sangam: A Confluence of Knowledge Streams

Recent Advances and Challenges on Big Data Analysis in Neuroimaging

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dc.creator Brian Caffo
dc.creator Jian Kang
dc.creator Han Liu
dc.date 2021-02-12T00:58:07Z
dc.date 2021-02-12T00:58:07Z
dc.date 2017-07-06 13:27:36
dc.date 2017
dc.date.accessioned 2023-02-18T19:29:12Z
dc.date.available 2023-02-18T19:29:12Z
dc.identifier 22979
dc.identifier 16648714
dc.identifier https://directory.doabooks.org/handle/20.500.12854/57714
dc.identifier http://www.frontiersin.org/books/Recent_Advances_and_Challenges_on_Big_Data_Analysis_in_Neuroimaging/1203
dc.identifier http://journal.frontiersin.org/researchtopic/2860/recent-advances-and-challenges-on-big-data-analysis-in-neuroimaging
dc.identifier.uri http://localhost:8080/xmlui/handle/CUHPOERS/249615
dc.description Big data is revolutionizing our ability to measure and study the human brain. New technology increases the resolution of images that are being study as well as enables researchers to study the brain as it functions. These technological advances are combined with efforts to collect neuroimaging data on large numbers of subjects, in some cases longitudinally. This combination of advances in measurement and scope of studies requires novel development in the statistical analysis. Fast, scalable, robust and accurate models and approaches need to be developed to make headway on these problems. This volume represents a unique collection of researchers providing deep insights on the statistical analysis of big neuroimaging data.
dc.format image/jpeg
dc.language eng
dc.publisher Frontiers Media SA
dc.relation Frontiers Research Topics
dc.rights open access
dc.subject RC321-571
dc.subject Q1-390
dc.subject fMRI
dc.subject Neuroscience
dc.subject functional connectivity
dc.subject EEG
dc.subject Classification
dc.subject prediction
dc.subject big data
dc.subject MEG
dc.title Recent Advances and Challenges on Big Data Analysis in Neuroimaging
dc.resourceType book
dc.alternateIdentifier 9782889451289
dc.alternateIdentifier 10.3389/978-2-88945-128-9
dc.licenseCondition Attribution 4.0 International
dc.identifierdoi 10.3389/978-2-88945-128-9
dc.relationisPublishedBy bf5ce210-e72e-4860-ba9b-c305640ff3ae
dc.relationisbn 9782889451289
dc.pages 195


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