Automated diagnoses of attention deficit hyperactive disorder using magnetic resonance imaging

Automated diagnoses of attention deficit hyperactive disorder using magnetic resonance imaging

Successful automated diagnoses of attention deficit hyperactive disorder (ADHD) using imaging and functional biomarkers would have fundamental consequences on the public health impact of the disease. In this work, we show results on the predictability of ADHD using imaging biomarkers and discuss the...

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Bibliographic Details
Main Authors: Ani eEloyan, John eMuschelli, Mary Beth eNebel, Han eLiu, Fang eHan, Tuo eZhao, Anita D Barber, Suresh eJoel, James J. Pekar, Stewart H Mostofsky, Brian eCaffo
Format: Article
Language:English
Published: Frontiers Media S.A. 2012-08-01
Series:Frontiers in Systems Neuroscience
Subjects:
voxel-based morphometry
gradient boosting
random forest
singular value decomposition
M1 parcellation
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnsys.2012.00061/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fnsys.2012.00061/full

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