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Topological Properties of Resting-State fMRI Functional Networks Improve Machine Learning-Based Autism Classification

Automatic algorithms for disease diagnosis are being thoroughly researched for use in clinical settings. They usually rely on pre-identified biomarkers to highlight the existence of certain problems. However, finding such biomarkers for neurodevelopmental disorders such as Autism Spectrum Disorder (...

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Detalles Bibliográficos
Autores principales: Kazeminejad, Amirali, Sotero, Roberto C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6335365/
https://www.ncbi.nlm.nih.gov/pubmed/30686984
http://dx.doi.org/10.3389/fnins.2018.01018