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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=930...

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Detalhes bibliográficos
Publicado no:Brain Imaging Behav
Main Authors: Lanka, Pradyumna, Rangaprakash, D, Dretsch, Michael N, Katz, Jeffrey S, Denney, Thomas S, Deshpande, Gopikrishna
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7198352/
https://ncbi.nlm.nih.gov/pubmed/31691160
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11682-019-00191-8
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