Method | AUC | |||
---|---|---|---|---|
AD/NC | AD/MCI | NC/MCI | MCIc/MCInc | |
Chupin et al., 2009 [8] | 0.7851 | 0.7328 | 0.7155 | 0.6638 |
Ahmed et al., 2015 [11] | 0.8487 | 0.7562 | 0.7677 | 0.6814 |
Khedher et al., 2015 [12] | 0.9256 | 0.8859 | 0.8134 | 0.7076 |
Dai et al., 2013 [9] | 0.9429 | 0.8743 | 0.8118 | 0.7086 |
Suk et al., 2014 [10] | 0.9475 | 0.9007 | 0.8203 | 0.7123 |
Liu et al., 2017 [13] | 0.9754 | 0.9355 | 0.9107 | 0.7885 |
Proposed method (the best result among 20 runs) | 0.9786 | 0.9412 | 0.9151 | 0.8024 |
Proposed method (at 90% confidence level of t-test) | 0.9705 | 0.936 | 0.911 | 0.7945 |