NBS-Predict: A prediction-based extension of the network-based statistic - Serin, Emin; Zalesky, Andrew; Matory, Adu; Walter, Henrik; Kruschwitz, Johann D. (NeuroImage (Orlando, Fla.), 2021)
Keywords: Adult; Algorithms; Biomarkers; Brain; Brain - diagnostic imaging; Brain mapping; Case-Control Studies; Connectome - methods; Connectome-based prediction; Feature selection; Female; Functional connectivity; Functional magnetic resonance imaging; Graph theory; Humans; Intelligence; Learning algorithms; Machine Learning; Magnetic Resonance Imaging; Male; Mental disorders; Methods; Network-based statistic; Neural networks; Neural Networks, Computer; Neuroimaging; Neurosciences; Optimization; Performance evaluation; Precision medicine; Predictions; Schizophrenia; Schizophrenia - diagnostic imaging; Sensorimotor integration; Statistical analysis; Statistics; Structure-function relationships; Network-based statistic; Functional connectivity; Biomarkers; Graph theory; Connectome-based prediction; Machine learning