Table 2.
Training/validation set | Testing set | |||||
---|---|---|---|---|---|---|
Small prediction error* | Large prediction error | P value | Small prediction error* | Large prediction error | P value | |
No. of images | 944 | 56 | N/A | 190 | 10 | N/A |
Age (years) | 57.8 ± 13.6 | 57.4 ± 14.1 | 0.823 | 54.5 ± 8.7 | 59.0 ± 9.3 | 0.097 |
Sex (Female, %) | 144 (58.3%) | 19 (52.8%) | 0.656 | 14 (41.2%) | 2 (18.2%) | 0.279 |
IOP (mmHg) | 14.3 ± 3.0 | 15.8 ± 4.3 | 0.036 | 14.0 ± 3.3 | 14.9 ± 2.6 | 0.218 |
SE (D) | − 2.6 ± 3.5 | − 3.5 ± 3.4 | 0.130 | − 2.8 ± 3.0 | − 1.5 ± 3.1 | 0.067 |
CCT (μm) | 540.1 ± 34.4 | 535.5 ± 33.9 | 0.454 | 534 ± 36.1 | 529 ± 39.9 | 0.788 |
SAP MD (dB) | − 2.1 ± 3.7 | − 8.0 ± 6.3 | < 0.001 | − 1.3 ± 2.9 | − 2.1 ± 2.6 | 0.404 |
SAP PSD (dB) | 4.1 ± 3.8 | 9.8 ± 5.5 | < 0.001 | 3.7 ± 2.8 | 4.0 ± 3.1 | 0.691 |
Moderate-to-severe stage† | 127 (13.5%) | 39 (69.6%) | < 0.001 | 18 (9.5%) | 2 (18.1%) | 0.315 |
dB, Decibels; D, Diopters; CCT, central corneal thickness; SAP, standard automated perimetry; MD, mean deviation; PSD, pattern standard deviation.
*The group of which prediction error is equal to or smaller than 95% limits of agreement.
†MD lower than − 6 dB.