Table 3 This table reports a comparison in terms of accuracy between our method and some of the most recent works regarding the study of the early AD diagnosis using MRI features
From: Salient networks: a novel application to study Alzheimer disease
Salvatore et al. [34] | cMCI vs. NC (20-fold) | \(0.72 \pm 0.12\) |
Salvatore et al. [35] | AD vs. NC (fivefold) | \(0.90 \pm 0.05\) |
Lama et al. [36] | AD vs. NC (leave-one-out) | 0.80 |
AD vs. NC (tenfold) | 0.77 | |
Salvatore et al. [37] | AD vs. NC (fivefold) with MMSE | \(0.96 \pm 0.01\) |
cMCI vs. NC (fivefold) | \(0.79 \pm 0.03\) | |
Proposed method | AD vs. NC (fivefold) | \(0.87 \pm 0.01\) |
cMCI vs. NC (fivefold) | \(0.82 \pm 0.05\) |