Table 3 Summary of results achieved from the models for three classification tasks.

From: Leveraging multi-modal foundation model image encoders to enhance brain MRI-based headache classification

Task

Accuracy

Precision

Specificity

Sensitivity

HC vs. migraine

89.96 ± 8.10%

85.71 ± 9.10%

83.33 ± 10.54%

96.66 ± 6.60%

HC vs. APTH

88.13 ± 6.10%

88.33 ± 9.00%

86.53 ± 11.58%

89.99 ± 7.50%

HC vs. PPTH

83.13 ± 5.20%

80.80 ± 10.36%

76.20 ± 13.60%

93.26 ± 8.20%

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