Diagnostic classification of autism using resting-state fMRI data improves with full correlation functional brain connectivity compared to partial correlation
Jac Fredo Agastinose Ronickom, John Thomas, Prasanth Thangavel, Vineetha Koneru, Georg Langs, Justin Dauwels
Topics & Concepts
Resting state fMRICorrelationFunctional magnetic resonance imagingSupport vector machinePattern recognition (psychology)Artificial intelligenceComputer scienceFeature selectionRandom forestConvolutional neural networkAutism spectrum disorderHuman Connectome ProjectAutismMathematicsFunctional connectivityPsychologyNeuroscienceDevelopmental psychologyGeometryFunctional Brain Connectivity StudiesEEG and Brain-Computer InterfacesNeurological disorders and treatments