Health classification of Meibomian gland images using keratography 5M based on AlexNet model.

Purpose: We aim to present effective diagnostics in the field of ophthalmology and improve eye health. The purpose of this study is to examine the capability of health classification of Meibomian gland dysfunction (MGD) using Keratography 5M and AlexNet method.

Method: A total of 4,609 meibomian gland images were collected from 2,000 patients using Keratography 5M in the hospital.