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...

Descripción completa

Detalles Bibliográficos
Autores principales: Qureshi, Muhammad Naveed Iqbal, Oh, Jooyoung, Min, Beomjun, Jo, Hang Joon, Lee, Boreom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Neuroscience
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

Internet

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

Ejemplares similares