Recent Advances and Challenges on Big Data Analysis in Neuroimaging

Recent Advances and Challenges on Big Data Analysis in Neuroimaging

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...

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Superior document:Frontiers Research Topics
:
Brian Caffo
Jian Kang
Han Liu
Year of Publication:2017
Language:English
Series:Frontiers Research Topics
Physical Description:1 electronic resource (195 p.)
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spelling Brian Caffo auth
Recent Advances and Challenges on Big Data Analysis in Neuroimaging
Frontiers Media SA 2017
1 electronic resource (195 p.)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Frontiers Research Topics
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.
English
fMRI
Neuroscience
functional connectivity
EEG
Classification
prediction
big data
MEG
2-88945-128-3
Jian Kang auth
Han Liu auth
language English
format eBook
author Brian Caffo
spellingShingle Brian Caffo
Recent Advances and Challenges on Big Data Analysis in Neuroimaging
Frontiers Research Topics
author_facet Brian Caffo
Jian Kang
Han Liu
author_variant b c bc
author2 Jian Kang
Han Liu
author2_variant j k jk
h l hl
author_sort Brian Caffo
title Recent Advances and Challenges on Big Data Analysis in Neuroimaging
title_full Recent Advances and Challenges on Big Data Analysis in Neuroimaging
title_fullStr Recent Advances and Challenges on Big Data Analysis in Neuroimaging
title_full_unstemmed Recent Advances and Challenges on Big Data Analysis in Neuroimaging
title_auth Recent Advances and Challenges on Big Data Analysis in Neuroimaging
title_new Recent Advances and Challenges on Big Data Analysis in Neuroimaging
title_sort recent advances and challenges on big data analysis in neuroimaging
series Frontiers Research Topics
series2 Frontiers Research Topics
publisher Frontiers Media SA
publishDate 2017
physical 1 electronic resource (195 p.)
isbn 2-88945-128-3
illustrated Not Illustrated
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