Table 2-.

ADNI (QT-pad challenge) dataset with the features extracted from each modality/source at baseline

Number of subjects: 1123
Modality	Feature	Minimum Value	Average Value	Maximum Value	Number of missed values at baseline
MRI	Ventricular volume	5650.0	39420.220	145115.0	39
	Hippocampus volume	3091.0	6798.67	10769.0	158
	Whole Brain volume	738813.0	1022118.21	1443990.50	18
	Entorhinal Cortical thickness	1426.0	3507.23	5896.0	160
	Fusiform	8991.0	17354.76	26280.0	160
	Middle temporal gyrus	9375.0	19545.76	29435.0	160
	Intracranial volume (ICV)	1116279.11	1536383.48	2072473.30	8
PET	‘FDG’	0.69	1.24	1.707168	321
	Pittsburgh Compound-B (PIB)	1.18	1.53	1.89	1116
	‘AV45’	0.83	1.19	2.02	614
Cognitive Test	RAVLT immediate	7.0	35.59	71.0	3
	RAVLT learning	−2.0	4.29	11.0	3
	RAVLT forgetting	−5	4.35	13.0	3
	RAVLT percforgetting	−100.0	57.37	100.0	4
	Functional Activities Questionnaires (FAQ)	0.0	3.73	30.0	4
	Montreal Cognitive Assessment (MoCA)	10.0	23.78	30.0	616
	Everyday Cognition (Ecog): ‘EcogPtMem’	1.0	2.12	4.0	613
	Ecog: ‘EcogPtLang’	1.0	1.73	4.0	612
	Ecog: ‘EcogPtVisspať	1.0	1.37	4.0	614
	Ecog: ‘EcogPtPlan’	1.0	1.40	4.0	612
	Ecog: ‘EcogPtOrgan’	1.0	1.48	4.0	624
	Ecog: ‘EcogPtDivatť	1.0	1.79	4.0	615
	Ecog: ‘EcogPtTotal’	1.0	1.67	3.82	612
	Ecog: ‘EcogSPMem’	1.0	2.01	4.0	615
	Ecog: ‘EcogSPLang’	1.0	1.56	4.0	614
	Ecog: ‘EcogSPVisspať	1.0	1.38	4.0	622
	Ecog: ‘EcogSPPlan’	1.0	1.50	4.0	616
	Ecog: ‘EcogSPOrgan’	1.0	1.57	4.0	638
	Ecog: ‘EcogSPDivatť	1.0	1.78	4.0	621
	Ecog: ‘EcogSPTotal’	1.0		3.89	614
CSF	Amyloid Beta (ABETA)	200.0	984.94	1700.0*	335
	phosphorylated tau protein (PTAU)	8	27.45	94.86	335
	Total tau protein (TAU)	80	284.98	816.9	335
Risk Factors	Age	55.0	73.93	91.4	0
	years of education	6.0	15.92	20	0
	APOE4	0	0.56	2	0
	Gender				0