A Tool for Interactive Data Visualization: Application to Over 10,000 Brain Imaging and Phantom MRI Data Sets

A Tool for Interactive Data Visualization: Application to Over 10,000 Brain Imaging and Phantom MRI Data Sets

In this paper we propose a web-based approach for quick visualization of big data from brain magnetic resonance imaging (MRI) scans using a combination of an automated image capture and processing system, nonlinear embedding, and interactive data visualization tools. We draw upon thousands of MRI sc...

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Bibliographic Details
Main Authors: Sandeep R Panta, Runtang eWang, Jill eFries, Ravi eKalyanam, Nicole eSpeer, Margaret eKing, Marie eBanich, Kent eKiehl, Michael eMilham, Tor D Wager, Jessica A Turner, Sergey M Plis, Vince D Calhoun
Format: Article
Language:English
Published: Frontiers Media S.A. 2016-03-01
Series:Frontiers in Neuroinformatics
Subjects:
Neuroscience
visualization
big data
data sharing
magnetic resonance imaging (MRI)
t-SNE (t-Distributed Stochastic Neighbor Embedding)
Online Access:http://journal.frontiersin.org/Journal/10.3389/fninf.2016.00009/full

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