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Multiple Deep Learning Architectures Achieve Superior Performance Diagnosing Autism Spectrum Disorder Using Features Previously Extracted from Structural and Functional MRI

The diagnosis of Autism Spectrum Disorder (ASD) is a subjective process requiring clinical expertise in neurodevelopmental disorders. Since such expertise is not available at many clinics, automated diagnosis using machine learning (ML) algorithms would be of great value to both clinicians and the i...

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Detalhes bibliográficos
Publicado no:Proc IEEE Int Symp Biomed Imaging
Main Authors: Mellema, Cooper, Treacher, Alex, Nguyen, Kevin, Montillo, Albert
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6859452/
https://ncbi.nlm.nih.gov/pubmed/31741704
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ISBI.2019.8759193
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