Promises, Pitfalls, and Basic Guidelines for Applying Machine Learning Classifiers to Psychiatric Imaging Data, with Autism as an Example

Most psychiatric disorders are associated with subtle alterations in brain function and are subject to large interindividual differences. Typically, the diagnosis of these disorders requires time-consuming behavioral assessments administered by a multidisciplinary team with extensive experience. Whi...

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Vydáno v:Front Psychiatry
Hlavní autoři: Kassraian-Fard, Pegah, Matthis, Caroline, Balsters, Joshua H., Maathuis, Marloes H., Wenderoth, Nicole
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2016
Témata:
Psychiatry
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5133050/
https://ncbi.nlm.nih.gov/pubmed/27990125
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpsyt.2016.00177
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