S Puangarom, A Twinvitoo, S Sangchocanonta, A Munthuli, P Phienphanich, R Itthipanichpong, K Ratanawongphaibul, S Chansangpetch, A Manassakorn, V Tantisevi, P Rojanapongpun, C Tantibundhit
Early detection of glaucoma, a widespread visual disease, can prevent vision loss. Unfortunately, ophthalmologists are scarce and clinical diagnosis requires much time and cost. Therefore, we developed a screening Tri-Labeling deep convolutional neural network (3-LbNets) to identify no glaucoma, glaucoma suspect, and glaucoma cases in global fundus images. 3-LbNets extracts important features from 3 different labeling modals and puts them into an artificial neural network (ANN) to find the final result. The method was effective, with an AUC of 98...
July 2023: Annual International Conference of the IEEE Engineering in Medicine and Biology Society