Autoencoders are quite popular for different application fields in engineering, and could also help in ophthalmology to identify potentially faulty biometric measurements which could lead to refractive surprises if used for intraocular lens power calculation. Further studies are required to validate this concept with other parameters or datasets from other biometers.
Langenbucher et al. (Thu,) studied this question.