Multi-modal, Multi-measure, and Multi-class Discrimination of ADHD with Hierarchical Feature Extraction and Extreme Learning Machine Using Structural and Functional Brain MRI - Qureshi, Muhammad Naveed Iqbal; Oh, Jooyoung; Min, Beomjun; Jo, Hang Joon; Lee, Boreom (Frontiers in human neuroscience, 2017)
Keywords: Alzheimer's disease; Artificial intelligence; Attention deficit hyperactivity disorder; Biomarkers; Brain mapping; Brain research; Classification; Cognitive ability; Cortex; Differential diagnosis; Functional magnetic resonance imaging; Hyperactivity; Learning algorithms; Machine learning; Medical imaging; Morphology; Neural networks; Neuroscience; Neurosciences; NMR; Nuclear magnetic resonance; Pattern recognition; Psychiatry; Structure-function relationships; Studies; South Korea; ADHD-200; ANOVA; extreme learning machine; revised recursive feature elimination; machine learning; global functional connectivity; hierarchical feature extraction; neuroimaging