Assessing Visual Field Clustering Schemes Using Machine Learning Classifiers in Standard Perimetry

摘要

PurposeTo compare machine learning classifiers trained on three clustering schemes to determine whether distinguishing healthy eyes from those with glaucomatous optic neuropathy (GON) can be optimized by training with clustered data.