TABLE 4.

Area under the curve (95% confidence interval) for the leave‐one‐out cross‐validated receiver‐operating characteristic (ROC) curves classifying of FEP and controls

	FEP vs. HC	S‐FEP vs. HC	M‐FEP vs. HC
All	0.75 (0.67–0.82)	0.77 (0.69–0.86)	0.69 (0.54–0.84)
Rs‐fMRI	0.69 (0.6–0.78)	0.64 (0.54–0.74)	0.59 (0.44–0.74)
FA	0.75 (0.67–0.83)	0.7 (0.6–0.79)	0.7 (0.57–0.84)
MD	0.64 (0.55–0.74)	0.66 (0.56–0.76)	0.6 (0.46–0.73)
T1‐volume	0.66 (0.57–0.75)	0.62 (0.51–0.72)	0.57 (0.43–0.71)

Note: “All” includes features from all the modalities (T1‐based volumes, DTI metrics (fractional anisotropy – FA and mean diffusivity – MD) and resting state fMRI.