Classification of Alzheimer’s Disease and Mild Cognitive Impairment Based on Cortical and Subcortical Features from MRI T1 Brain Images Utilizing Four Different Types of Datasets

Figure 4

Classification reports of four datasets—ADNI-C (cortical), ADNI-S (subcortical), ARWIBO-C (cortical), ARWIBO-S (subcortical), NRCD-C (cortical), NRCD-S (subcortical), NACC-C (cortical), and NACC-S (subcortical)—with measurement performance (AUC, accuracy, sensitivity, specificity, precision, and F1 score): (a) AD versus HC, (b) EMCI versus LMCI, classification reports of four datasets with measurements of kappa and Jaccard, (c) AD versus HC, and (d) EMCI versus LMCI.

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