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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...
Autores principales: | Qureshi, Muhammad Naveed Iqbal, Oh, Jooyoung, Min, Beomjun, Jo, Hang Joon, Lee, Boreom |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5378777/ https://www.ncbi.nlm.nih.gov/pubmed/28420972 http://dx.doi.org/10.3389/fnhum.2017.00157 |
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