Recent Advances and Challenges on Big Data Analysis in Neuroimaging
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http://journal.frontiersin.org/researchtopic/2860/recent-advances-and-challenges-on-big-data-analysis-in-neuroimagingAuthor(s)
Brian Caffo
Jian Kang
Han Liu
Language
EnglishAbstract
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.
Keywords
fMRI; Neuroscience; functional connectivity; EEG; Classification; prediction; big data; MEGWebshop link
http://www.frontiersin.org/boo ...ISBN
9782889451289Publisher
Frontiers Media SAPublisher website
www.frontiersin.orgPublication date and place
2017Series
Frontiers Research Topics,Classification
Neurosciences