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

Abstract

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. We propose… (More)

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Cite this paper

@inproceedings{Dvornek2017PredictionOA, title={Prediction of Autism Treatment Response from Baseline fMRI using Random Forests and Tree Bagging}, author={Nicha C. Dvornek and Daniel Yang and Archana Venkataraman and Pamela Ventola and Lawrence H. Staib and Kevin A. Pelphrey and James S. Duncan}, year={2017} }