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(a) The predictive model processes only scalar data (brain-volume and nonimaging clinical data); average AUC is 0.70. ROC, receiver operator characteristic and AUC, area under the curve. (b) An illustration of the hybrid prediction system. MPRAGE, magnetization prepared rapid gradient echo; MRI, magnetic resonance imaging; ReLU, rectified linear unit; and batch norm, batch normalization.
