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...
Kaydedildi:
| Asıl Yazarlar: | , , |
|---|---|
| Materyal Türü: | Online |
| Dil: | İngilizce |
| Baskı/Yayın Bilgisi: |
Frontiers Media SA
2021
|
| Konular: | |
| Online Erişim: | 22979 |
| Etiketler: |
Etiket eklenmemiş, İlk siz ekleyin!
|
| _version_ | 1869515345230823424 |
|---|---|
| author | Brian Caffo Jian Kang Han Liu |
| author_browse | Brian Caffo Han Liu Jian Kang |
| author_facet | Brian Caffo Jian Kang Han Liu |
| author_sort | Brian Caffo |
| collection | Directory of Open Access Books |
| 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. |
| format | Online |
| id | doab-20.500.12854ir-57714 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | Frontiers Media SA |
| publisherStr | Frontiers Media SA |
| record_format | ojs |
| spelling | doab-20.500.12854ir-577142024-04-05T12:35:31Z Recent Advances and Challenges on Big Data Analysis in Neuroimaging Brian Caffo Jian Kang Han Liu RC321-571 Q1-390 fMRI Neuroscience functional connectivity EEG Classification prediction big data MEG thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences 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. 2021-02-12T00:58:07Z 2021-02-12T00:58:07Z 2017-07-06 13:27:36 2017 book 22979 16648714 9782889451289 https://directory.doabooks.org/handle/20.500.12854/57714 eng Frontiers Research Topics image/jpeg Attribution 4.0 International http://www.frontiersin.org/books/Recent_Advances_and_Challenges_on_Big_Data_Analysis_in_Neuroimaging/1203 http://journal.frontiersin.org/researchtopic/2860/recent-advances-and-challenges-on-big-data-analysis-in-neuroimaging Frontiers Media SA 10.3389/978-2-88945-128-9 10.3389/978-2-88945-128-9 bf5ce210-e72e-4860-ba9b-c305640ff3ae 9782889451289 195 open access |
| spellingShingle | RC321-571 Q1-390 fMRI Neuroscience functional connectivity EEG Classification prediction big data MEG thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences Brian Caffo Jian Kang Han Liu Recent Advances and Challenges on Big Data Analysis in Neuroimaging |
| 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_short | Recent Advances and Challenges on Big Data Analysis in Neuroimaging |
| title_sort | recent advances and challenges on big data analysis in neuroimaging |
| topic | RC321-571 Q1-390 fMRI Neuroscience functional connectivity EEG Classification prediction big data MEG thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences |
| topic_facet | RC321-571 Q1-390 fMRI Neuroscience functional connectivity EEG Classification prediction big data MEG thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences |
| url | 22979 |
| work_keys_str_mv | AT briancaffo recentadvancesandchallengesonbigdataanalysisinneuroimaging AT jiankang recentadvancesandchallengesonbigdataanalysisinneuroimaging AT hanliu recentadvancesandchallengesonbigdataanalysisinneuroimaging |