A web-portal for interactive data exploration, visualization and hypothesis testing
Clinical research studies generate data that need to be shared and statistically analyzed by their participating institutions. The distributed nature of research and the different domains involved present major challenges to data sharing, exploration and visualization. The Data Portal infrastructure...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Frontiers Media S.A.
2014-03-01
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| Series: | Frontiers in Neuroinformatics |
| Subjects: | |
| Online Access: | http://journal.frontiersin.org/Journal/10.3389/fninf.2014.00025/full |
| _version_ | 1811268231958102016 |
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| author | Hauke eBartsch Wesley K. Thompson Terry L. Jernigan Anders M Dale |
| author_facet | Hauke eBartsch Wesley K. Thompson Terry L. Jernigan Anders M Dale |
| author_sort | Hauke eBartsch |
| collection | DOAJ |
| description | Clinical research studies generate data that need to be shared and statistically analyzed by their participating institutions. The distributed nature of research and the different domains involved present major challenges to data sharing, exploration and visualization. The Data Portal infrastructure was developed to support ongoing research in the areas of neurocognition, imaging and genetics. Researchers benefit from the integration of data sources across domains, the explicit representation of knowledge from domain experts, and user interfaces providing convenient access to project specific data resources and algorithms. The system provides an interactive approach to statistical analysis, data mining, and hypothesis testing over the lifetime of a study and fulfills a mandate of public sharing by integrating data sharing into a system built for active data exploration. The web-based platform removes barriers for research and supports the ongoing exploration of data. |
| first_indexed | 2024-04-12T21:18:07Z |
| format | Article |
| id | doaj.art-6209ca315051428f9c896b070cd8431c |
| institution | Directory Open Access Journal |
| issn | 1662-5196 |
| language | English |
| last_indexed | 2024-04-12T21:18:07Z |
| publishDate | 2014-03-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Neuroinformatics |
| spelling | doaj.art-6209ca315051428f9c896b070cd8431c2022-12-22T03:16:22ZengFrontiers Media S.A.Frontiers in Neuroinformatics1662-51962014-03-01810.3389/fninf.2014.0002578173A web-portal for interactive data exploration, visualization and hypothesis testingHauke eBartsch0Wesley K. Thompson1Terry L. Jernigan2Anders M Dale3University of California, San DiegoUniversity of California, San DiegoUniversity of California, San DiegoUniversity of California, San DiegoClinical research studies generate data that need to be shared and statistically analyzed by their participating institutions. The distributed nature of research and the different domains involved present major challenges to data sharing, exploration and visualization. The Data Portal infrastructure was developed to support ongoing research in the areas of neurocognition, imaging and genetics. Researchers benefit from the integration of data sources across domains, the explicit representation of knowledge from domain experts, and user interfaces providing convenient access to project specific data resources and algorithms. The system provides an interactive approach to statistical analysis, data mining, and hypothesis testing over the lifetime of a study and fulfills a mandate of public sharing by integrating data sharing into a system built for active data exploration. The web-based platform removes barriers for research and supports the ongoing exploration of data.http://journal.frontiersin.org/Journal/10.3389/fninf.2014.00025/fullGeneticsimagingontologyhypothesis testingDictionaries as Topicdata exploration |
| spellingShingle | Hauke eBartsch Wesley K. Thompson Terry L. Jernigan Anders M Dale A web-portal for interactive data exploration, visualization and hypothesis testing Frontiers in Neuroinformatics Genetics imaging ontology hypothesis testing Dictionaries as Topic data exploration |
| title | A web-portal for interactive data exploration, visualization and hypothesis testing |
| title_full | A web-portal for interactive data exploration, visualization and hypothesis testing |
| title_fullStr | A web-portal for interactive data exploration, visualization and hypothesis testing |
| title_full_unstemmed | A web-portal for interactive data exploration, visualization and hypothesis testing |
| title_short | A web-portal for interactive data exploration, visualization and hypothesis testing |
| title_sort | web portal for interactive data exploration visualization and hypothesis testing |
| topic | Genetics imaging ontology hypothesis testing Dictionaries as Topic data exploration |
| url | http://journal.frontiersin.org/Journal/10.3389/fninf.2014.00025/full |
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