The topology of fMRI-based networks defines the performance of a graph neural network for the classification of patients with major depressive disorder
Elena Pitsik, V. A. Maximenko, Semen Kurkin, Alexander Sergeev, Drozdstoy Stoyanov, Rositsa Paunova, Sevdalina Kandilarova, Denitsa Simeonova, Alexander E. Hramov
Topics & Concepts
OverfittingComputer scienceArtificial intelligenceDeep learningGraphArtificial neural networkNeuroimagingClassifier (UML)Pattern recognition (psychology)Functional connectivityPower graph analysisMachine learningConnectomeTheoretical computer scienceNeurosciencePsychologyFunctional Brain Connectivity StudiesAdvanced Neuroimaging Techniques and ApplicationsMental Health Research Topics