Table 5.

Comparison of performance between our model and other existing methods in prediction of EMCI and LMCI.

References	Sensitivity (%)*	Specificity (%)*	F1 score (%)*	Dataset specifications
Singh et al. (2017)	64.82%	NA	0.6844	178 EMCI, 158 LMCI
Nozadi et al. (2018)	72.50%	79.20%	NA	164 EMCI, 189 LMCI
Forouzannezhad et al. (2020)	61.50%	64.3%	NA	296 EMCI, 193 LMCI
Ours	81.63%	85.19%	82.47%	265 EMCI, 249 LMCI

EMCI, early mild cognitive impairment, LMCI, late mild cognitive impairment.

^*A value of NA indicates that this result is not reported in the literature.