Table 3.

Overview of the most relevant factors and their effect identified by the three machine learning models (green: reduced risk, red: increased risk, light grey: unclear).

AC anterior chamber, CTA classification tree analysis, DORC Dutch Ophthalmic Research Center, FECD Fuchs endothelial corneal dystrophy, LASSO logistic regression using least absolute shrinkage and selection operator, OVD ocular viscoelastic device, RFC random forest classification, SF6 sulfur hexafluoride.

^aFactors with the category “unknown” or “unspecified” have been omitted.

^bGreen: reduced risk of detachment; red: increased risk of detachment; light grey: unclear (either diffuse pattern or not identified by the model).