Keratoconus detection of changes using deep learning of colour-coded maps.
Xu ChenJiaxin ZhaoKatja C IselinDavide BorroniDavide RomanoAkilesh GokulCharles N J McGheeYitian ZhaoMohammad-Reza SedaghatHamed Momeni-MoghaddamMohammed ZiaeiStephen KayeVito RomanoYalin ZhengPublished in: BMJ open ophthalmology (2021)
CNN provides excellent detection performance for keratoconus and accurately grades different severities of disease using the colour-coded maps obtained by the Scheimpflug camera. CNN has the potential to be further developed, validated and adopted for screening and management of keratoconus.