| Method | Accuracy (%) | Sensitivity (%) | Specificity (%) |
---|---|---|---|---|
MCI-C vs. MCI-NC | Colliot et al. 2008 [13] | 66 | 66 | 65 |
Chupin et al. 2009 [15] | Â | 65 | 68 | |
Andrea Chincarini et.al., 2011 [16] | _ | 72 | 65 | |
Chong-Yaw Wee et.al., 2013 [19]. | 75.05 | 63.52 | 84.41 | |
Tong Tong et al., 2014 [20]. | 72 | 69 | 74 | |
Suk et al. 2014 [21] | 72.42 | 36.70 | 90.98 | |
Liu et al. 2018 [24] | 72.08 | 75.11 | 71.05 | |
3D-DWT + LBP12 | 0.8877 | 0.8916 | 0.9016 | |
MCI vs. CN | Pennanen et al.2004 [12] | 65.9 | 66.2 | 65.5 |
Chupin et al. 2009 [15] | Â | 75 | 74 | |
Carlton Chu et al., 2011 [17] | 67.3 | _ | _ | |
Chong-Yaw Wee et.al., 2013 [19]. | 92.33 | 83.55 | 83.95 | |
Suk et al. 2014 [21] | 84.24 | 99.58 | 53.79 | |
Ahmed et al. 2015 [23] | 78.22 | 70.73 | 83.34 | |
Khedher et al. 2015 [22] | 80.27 | 73.51 | 82.70 | |
Liu et al. 2018 [24] | 85.79 | 88.91 | 80.34 | |
Proposed Model | 0.9031 | 0.9015 | 0.9022 |