Accurate prediction of glaucoma from colour fundus images with a convolutional neural network that relies on active and transfer learning.
Hemelings Ruben, Elen Bart, Barbosa-Breda João, Lemmens Sophie, Meire Maarten, Pourjavan Sayeh et al.
A deep learning model accurately detected glaucoma from fundus images (AUC 0.995, 98% sensitivity) using less data through active/transfer learning, offering efficient, explainable automated screening.