Table 1.

Performance of AI classification of texture and morphological features utilizing five different classifiers of COVID-19 (N = 130) vs normal (N = 138)

Classifier	Sensitivity (%)	Specificity (%)	PPV (%)	NPV (%)	Accuracy (%)	AUC (LB, UP)	p value
XGB-L	100	100	100	100	100	1.00	2.00e−16
XGB-Tree	100	100	1003	100	100	1.00	2.00e−16
CART (DT)	100	100	100	100	100	1.00	2.00e−16
KNN	89.71	100	100	91.11	95	0.99	2.00e−16
Naïve Bayes	100	100	100	100	100	1.00	2.00e−16