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. Author manuscript; available in PMC: 2020 Jun 21.
Published before final editing as: IEEE Trans Pattern Anal Mach Intell. 2018 Dec 21:10.1109/TPAMI.2018.2889096. doi: 10.1109/TPAMI.2018.2889096

TABLE 2.

Results for AD classification (i.e., AD vs. NC) and MCI conversion prediction (i.e., pMCI vs. sMCI).

Method AD vs. NC classification
 pMCI vs. sMCI classification
ACC SEN SPE AUC ACC SEN SPE AUC
ROI 0.792 0.786 0.796 0.867 0.661 0.474 0.690 0.638
VBM 0.805 0.774 0.830 0.876 0.643 0.368 0.686 0.593
LBM 0.822 0.774 0.861 0.881 0.686 0.395 0.732 0.636
DMIL 0.911 0.881 0.935 0.959 0.769 0.421 0.824 0.776
wH-FCN 0.903 0.824 0.965 0.951 0.809 0.526 0.854 0.781