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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
  1. Results after modality fusion are shown in Table 4