Table 3 Gender classification results for the ADNI1, ADNI2, PPMI, and CALSNIC2 datasets.

Scanner manufacturer	DL models	ADNI1		ADNI2		PPMI		CALSNIC2
Scanner manufacturer	DL models	Acc	F1-score	Acc	F1-score	Acc	F1-score	Acc	F1-score
GE	ResNet	0.92	0.93	0.93	0.94	0.93	0.92	0.92	0.92
	ShuffleNetV2	0.95	0.94	0.92	0.93	0.89	0.90	0.96	0.96
	MobileNetV2	0.92	0.93	0.91	0.90	0.88	0.89	0.92	0.92
Siemens	ResNet	0.94	0.94	0.92	0.91	0.90	0.90	0.91	0.90
	ShuffleNetV2	0.94	0.93	0.97	0.95	0.94	0.92	0.92	0.92
	MobileNetV2	0.90	0.89	0.91	0.90	0.88	0.88	0.90	0.91
Philips	ResNet	0.92	0.91	0.90	0.90	0.86	0.87	0.95	0.94
	ShuffleNetV2	0.93	0.93	0.90	0.88	0.85	0.84	0.94	0.94
	MobileNetV2	0.90	0.89	0.92	0.93	0.84	0.83	0.93	0.92

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