Gray Matter Alterations in Young Children with Autism Spectrum Disorders: Comparing Morphometry at the Voxel and Regional Level

ABSTRACT BACKGROUND AND PURPOSE Sophisticated algorithms to infer disease diagnosis, pathology progression and patient outcome are increasingly being developed to analyze brain MRI data. They have been successfully implemented in a variety of diseases and are currently investigated in the field of n...

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Veröffentlicht in:	Journal of neuroimaging 2015-11, Vol.25 (6), p.866-874
Hauptverfasser:	Gori, Ilaria, Giuliano, Alessia, Muratori, Filippo, Saviozzi, Irene, Oliva, Piernicola, Tancredi, Raffaella, Cosenza, Angela, Tosetti, Michela, Calderoni, Sara, Retico, Alessandra
Format:	Artikel
Sprache:	eng
Schlagworte:	Autism Autism Spectrum Disorder - diagnostic imaging Autism Spectrum Disorder - pathology Autism spectrum disorders Brain - diagnostic imaging Brain - pathology Brain Mapping - methods Child, Preschool classification feature extraction Gray Matter - diagnostic imaging Gray Matter - pathology Humans machine learning Magnetic Resonance Imaging Male Neuroimaging NMR Nuclear magnetic resonance Organ Size support vector machines
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