Semantic segmentation of gonio-photographs via adaptive ROI localisation and uncertainty estimation.
Andrea PeroniAnna PaviottiMauro CampigottoLuís Abegão PintoCarlo Alberto CutoloJacintha GongSirjhun PatelCaroline CobbStewart GillanAndrew J TathamEmanuele TruccoPublished in: BMJ open ophthalmology (2021)
The proposed model improves the only previously published work on gonio-photographs segmentation and may be a valid support for the automatic processing of these images to evaluate local tissue morphology. Uncertainty estimation is expected to facilitate acceptance of this system in clinical settings.