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Table 1 Demographic, clinical and neuropsychological information on the selected cohort

From: A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer’s Disease

  NC MCI AD
Age (years) \(75.2 \pm 7.1\) \(74.5 \pm 7.9\) \(76.5 \pm 7.5\)
Education (years) \(16.6 \pm 2.4\) \(16.1 \pm 2.7\) \(15.9 \pm 2.5\)
Gender (M/F) 1082/1326 1691/1221 577/388
ADAS11 \(6.7 \pm 3.2\) \(9.6 \pm 4.7\) \(20.6 \pm 7.3\)
ADAS13 \(10 \pm 4.7\) \(15.1 \pm 7.1\) \(30.9 \pm 9\)
MMSE \(29 \pm 1.2\) \(27.8 \pm 1.9\) \(22.5 \pm 3.6\)
RAVLT immediate \(46.5 \pm 10.8\) \(36.6 \pm 11.2\) \(22.5 \pm 7.9\)
RAVLT learning \(5.9 \pm 2.4\) \(4.5 \pm 2.6\) \(1.9 \pm 2.8\)
RAVLT percforgetting \(34.2 \pm 29.7\) \(56.7 \pm 47.2\) \(90.2 \pm 25.6\)
FAQ \(0.2 \pm 0.9\) \(2.7 \pm 3.9\) \(15.4 \pm 7.2\)
MOCA \(25.9 \pm 2.5\) \(23.5 \pm 3.2\) \(17.3 \pm 4.7\)
EcogPtTotal \(1.4 \pm 0.3\) \(1.7 \pm 0.5\) \(1.9 \pm 0.6\)
EcogSPTotal \(1.2 \pm 0.2\) \(1.7 \pm 0.6\) \(2.9 \pm 0.6\)