Supervised machine learning for diagnostic classification from large-scale neuroimaging datasets.

There are growing concerns about the generalizability of machine learning classifiers in neuroimaging. In order to evaluate this aspect across relatively large heterogeneous populations, we investigated four disorders: Autism spectrum disorder (N = 988), Attention deficit hyperactivity disorder (N =...

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Bibliographic Details
Published in:Brain Imaging & Behavior Vol. 14; no. 6; pp. 2378 - 2417
Main Authors: Lanka, Pradyumna, Rangaprakash, D, Dretsch, Michael N., Katz, Jeffrey S., Denney, Thomas S., Deshpande, Gopikrishna, Denney, Thomas S Jr
Format: Journal Article
Published: Springer Nature Dec2020
Online Access:View this record in EBSCOhost