Disorder-specific predictive classification of adolescents with attention deficit hyperactivity disorder (ADHD) relative to autism using structural magnetic resonance imaging

TY - JOUR

T1 - Disorder-specific predictive classification of adolescents with attention deficit hyperactivity disorder (ADHD) relative to autism using structural magnetic resonance imaging

AU - Lim, Lena

AU - Marquand, Andre

AU - Cubillo, Ana A

AU - Smith, Anna B

AU - Chantiluke, Kaylita

AU - Simmons, Andrew

AU - Mehta, Mitul

AU - Rubia, Katya

PY - 2013

Y1 - 2013

N2 - Attention Deficit Hyperactivity Disorder (ADHD) is a neurodevelopmental disorder, but diagnosed by subjective clinical and rating measures. The study's aim was to apply Gaussian process classification (GPC) to grey matter (GM) volumetric data, to assess whether individual ADHD adolescents can be accurately differentiated from healthy controls based on objective, brain structure measures and whether this is disorder-specific relative to autism spectrum disorder (ASD).

AB - Attention Deficit Hyperactivity Disorder (ADHD) is a neurodevelopmental disorder, but diagnosed by subjective clinical and rating measures. The study's aim was to apply Gaussian process classification (GPC) to grey matter (GM) volumetric data, to assess whether individual ADHD adolescents can be accurately differentiated from healthy controls based on objective, brain structure measures and whether this is disorder-specific relative to autism spectrum disorder (ASD).

U2 - 10.1371/journal.pone.0063660

DO - 10.1371/journal.pone.0063660

M3 - Article

C2 - 23696841

SN - 1932-6203

VL - 8

SP - e63660

JO - PLoS ONE

JF - PLoS ONE

IS - 5

ER -