Development of machine learning models to predict posterior capsule rupture based on the EUREQUO registry.
Ron J M A TriepelsMaartje Henrica Martine SegersPaul RosenRudy M M A NuijtsFrank J H M van den BiggelaarYpe P HenryUlf SteneviMarie-José TassignonDavid YoungAnders BehndigMats LundströmMor M DickmanPublished in: Acta ophthalmologica (2023)
Our results suggest that the MLP network performs better than existing scoring models in the literature, despite a relatively low precision at high recall. Consequently, implementing the MLP network in clinical practice can potentially decrease the PCR rate.