Multi-modal, Multi-measure, and Multi-class Discrimination of ADHD with Hierarchical Feature Extraction and Extreme Learning Machine Using Structural and Functional Brain MRI

Structural and functional MRI unveil many hidden properties of the human brain. We performed this multi-class classification study on selected subjects from the publically available attention deficit hyperactivity disorder ADHD-200 dataset of patients and healthy children. The dataset has three grou...

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Detalhes bibliográficos
Publicado no:Front Hum Neurosci
Main Authors: Qureshi, Muhammad Naveed Iqbal, Oh, Jooyoung, Min, Beomjun, Jo, Hang Joon, Lee, Boreom
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2017
Assuntos:
Neuroscience
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5378777/
https://ncbi.nlm.nih.gov/pubmed/28420972
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnhum.2017.00157
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