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Front Neuroinform. 2014 Mar 26;8:25. doi: 10.3389/fninf.2014.00025. eCollection 2014.

A web-portal for interactive data exploration, visualization, and hypothesis testing.

Author information

1
Multi-Modal Imaging Laboratory, Department of Radiology, University of California, San Diego San Diego, CA, USA.
2
Departments of Cognitive Science, Psychiatry, and Radiology, Center for Human Development at University of California, San Diego San Diego, CA, USA.

Abstract

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.

KEYWORDS:

data dictionary; data exploration; data sharing; genetics; hypothesis testing; imaging

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