Detecting Glaucoma from Fundus Photographs Using Deep Learning without Convolutions: Transformer for Improved Generalization.
Ophthalmol Sci
; 3(1): 100233, 2023 Mar.
Article
em En
| MEDLINE
| ID: mdl-36545260
AI, artificial intelligence; AUROC, areas under the receiver operating characteristic curve; CI, confidence interval; CNN, convolutional neural network; DL, deep learning; Deep learning; DeiT, Data-efficient image Transformer; Fundus photographs; Glaucoma detection; LAG, Large-Scale Attention-Based Glaucoma; OHTS, Ocular Hypertension Treatment Study; POAG, primary open-angle glaucoma; SoTA, state-of-the-art; VF, visual field; ViT, Vision Transformer; Vision Transformers
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1
Base de dados:
MEDLINE
Tipo de estudo:
Prognostic_studies
Idioma:
En
Revista:
Ophthalmol Sci
Ano de publicação:
2023
Tipo de documento:
Article