Multivariate Searchlight Classification of Structural Magnetic Resonance Imaging in Children and Adolescents with Autism

Background Autism spectrum disorders (ASD) are neurodevelopmental disorders with a prevalence of nearly 1:100. Structural imaging studies point to disruptions in multiple brain areas, yet the precise neuroanatomical nature of these disruptions remains unclear. Characterization of brain structural di...

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Veröffentlicht in:	Biological psychiatry (1969) 2011-11, Vol.70 (9), p.833-841
Hauptverfasser:	Uddin, Lucina Q, Menon, Vinod, Young, Christina B, Ryali, Srikanth, Chen, Tianwen, Khouzam, Amirah, Minshew, Nancy J, Hardan, Antonio Y
Format:	Artikel
Sprache:	eng
Schlagworte:	Adolescent Autism autism spectrum disorders Autistic Disorder - pathology biomarker Child Data Interpretation, Statistical default mode network Female Humans Image Processing, Computer-Assisted - methods Magnetic Resonance Imaging - classification Magnetic Resonance Imaging - methods Male multivariate pattern analysis Neuropsychological Tests Psychiatric Status Rating Scales Psychiatry Support Vector Machine voxel-based morphometry
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