Exploiting the brain's network structure in identifying ADHD subjects

• Published in: Frontiers in systems neuroscience Vol. 6; p. 75
• Main Authors: Dey, Soumyabrata, Rao, A. Ravishankar, Shah, Mubarak
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Media S.A 01.01.2012
• Subjects: Neuroscience; attention deficit hyperactive disorder; functional magnetic resonance image; default mode network; linear discriminant analysis; principal component analysis
• ISSN: 1662-5137; 1662-5137
• DOI: 10.3389/fnsys.2012.00075

Attention Deficit Hyperactive Disorder (ADHD) is a common behavioral problem affecting children. In this work, we investigate the automatic classification of ADHD subjects using the resting state functional magnetic resonance imaging (fMRI) sequences of the brain. We show that brain can be modeled a...