Brain Informatics

Table 3 Comparison on the modality and recognition scenarios, the magnetometer and gradiometer are referring to the MEG-related modalities based on the proposed method

From: Integrated space–frequency–time domain feature extraction for MEG-based Alzheimer’s disease classification

Modality	AD vs. MCI (%)	AD vs. HC (%)	MCI vs. HC (%)
Magnetometer	94.72	95.56	52.78
Gradiometer	98.89	98.33	81.67
MRI [6]	70.1	91.4	77.4
MRI [32]	91.7	95.8	93.8
EEG [33]	79	83	92

Results after modality fusion are shown in Table 4

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