Promises, Pitfalls, and Basic Guidelines for Applying Machine Learning Classifiers to Psychiatric Imaging Data, with Autism as an Example
Author:
Publisher
Frontiers Media SA
Subject
Psychiatry and Mental health
Reference78 articles.
1. Diagnostic procedures in autism spectrum disorders: a systematic literature review;Falkmer;Eur Child Adolesc Psychiatry,2013
2. Autism diagnostic interview-revised: a revised version of a diagnostic interview for caregivers of individuals with possible pervasive developmental disorders;Lord;J Autism Dev Disord,1994
3. Autism diagnostic observation schedule (ADOS);Lord;J Autism Dev Disord,2000
4. Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls;Arbabshirani;NeuroImage,2016
5. The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism;Di Martino;Mol Psychiatry,2014
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