Table 2.

Performance of the deep learning models vs. general ophthalmologists in the test sets.

	Sensitivity (95% CI)	Specificity (95% CI)	Accuracy (95% CI)
Retinal detachment
Ophthalmologist A	95.4% (93.0–97.8)	99.8% (99.6–100)	99.0% (98.5–99.5)
Ophthalmologist B	94.4% (91.7–97.1)	99.1% (98.6–99.6)	98.2% (97.5–98.9)
The first model	96.1% (93.9–98.3)	99.6% (99.3–99.9)	98.9% (98.4–99.4)
Macula-on detachment
Ophthalmologist A	91.3% (84.8–97.8)	92.4% (88.4–96.4)	92.1% (88.7–95.5)
Ophthalmologist B	86.3% (78.2–94.4)	87.1% (81.9–92.3)	86.8% (82.4–91.2)
The second model	93.8% (88.3–99.3)	90.9% (86.6–95.2)	91.7% (88.2–95.2)

A general ophthalmologist with 5 years of working experience at a physical examination centre, B general ophthalmologist with 3 years of working experience at a physical examination centre, CI confidence interval