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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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Dettagli Bibliografici
Pubblicato in:Front Hum Neurosci
Autori principali: Qureshi, Muhammad Naveed Iqbal, Oh, Jooyoung, Min, Beomjun, Jo, Hang Joon, Lee, Boreom
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2017
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Accesso online: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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