Prediction of Autism Treatment Response from Baseline fMRI using Random Forests and Tree Bagging

24 May 2018Nicha C. DvornekDaniel YangArchana VenkataramanPamela VentolaLawrence H. StaibKevin A. PelphreyJames S. Duncan

Treating children with autism spectrum disorders (ASD) with behavioral interventions, such as Pivotal Response Treatment (PRT), has shown promise in recent studies. However, deciding which therapy is best for a given patient is largely by trial and error, and choosing an ineffective intervention results in loss of valuable treatment time... (read more)

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