Paper Info
Title
Integration Of Behavioral, Structural, Functional, And Genetic Data For The Study Of Autism Spectrum Disorders
Abstract
Pursuant to its commitment to cultivating a greater understanding of mental illness, the National Institutes of Health (NIH) have created the National Database for Clinical Trials, where data from a wide variety of NIH-funded studies are deposited in the hope that as many qualified researchers as possible can examine these data. As the designated Data Coordinating Center in the Autism Center of Excellence (ACE) network, the Laboratory of Neuro Imaging (LONI) is faced with the task of efficiently organizing data from behavioral assessments, magnetic resonance imaging (MRI), functional MRI (fMRI), diffusion tensor imaging (DTI), electroencephalography (EEG), and whole-genome analysis. To encourage fusion of data across modalities, we have integrated a direct National Database for Autism Research (NDAR) data sharing capability into the LONI Pipeline processing environment, which allows users to create workflows by mixing and matching analytic tools from a library of common neuroimaging, genetics, and statistical software packages.
Year
DOI
Venue
2015
10.1007/978-3-319-21843-4_16
DATA INTEGRATION IN THE LIFE SCIENCES, DILS 2015
Keywords
Field
DocType
Diffusion tensor imaging, Functional magnetic resonance imaging, Genetics, Autism spectrum disorder, Pipeline processing
Modalities,Laboratory of Neuro Imaging,Data science,Autism,Data mining,Functional magnetic resonance imaging,Computer science,Center of excellence,Data sharing,Autism spectrum disorder,Neuroimaging
Conference
Volume
ISSN
Citations 
9162
0302-9743
0
PageRank 
References 
Authors
0.34
11
4
Name
Order
Citations
PageRank
Carinna M. Torgerson1282.35
Andrei Irimia25710.84
S. Y. Matt Goh331.05
John D Van Horn431628.50