Table 1.

Indices of Diagnostic Accuracy (±95% CI) at Different Cut-Points of the DERM Confidence Value

Cut-Point	DERM Value	Sensitivity (%)	Specificity (%)	Diagnostic Odds Ratio
Optimum (maximum AUC)	0.272	85.0 (83.2–86.7)	85.3 (84.4–86.3)	33.0 (28.3–38.4)
Confidence ≥0.50	0.50	67.3 (65.0–69.5)	95.5 (94.9–96.0)	43.7 (37.1–51.5)
80% Sensitivity	0.35	80 (fixed)	90.8 (90.0–91.5)	37.1 (32.1–42.9)
95% Sensitivity	0.11	95.0 (93.8–96.0)	64.1 (62.8–65.4)	33.6 (26.8–42.1)
High sensitivity	0.05	98.6 (98.0–99.1)	46.5 (45.2–47.9)	62.9 (41.7–95.0)
80% Specificity	0.21	88.2 (86.6–89.7)	80 (fixed)	32.7 (27.9–38.4)
95% Specificity	0.795	66.9 (64.3–69.3)	95% (fixed)	38.3 (32.1–45.7)

AUC = area under the curve; CI = confidence interval; DERM = Deep Ensemble for Recognition of Melanoma.