Detecting Glaucoma Across Multi-ethnic Myopic and Non-Myopic Populations Using an Uncertainty-Aware Vision Transformer: A Multicentre Model Development and Validation Study

arXiv:2609.29433 · cs.CV, cs.AI · Submitted 2026-09-24 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-09-24

Updated: 2026-09-25

Terminology

AUROC — 27× in this paper · explained in 2 episodes
Accuracy — 22× in this paper · explained in 1 episode
External Validation — 12× in this paper · explained in 2 episodes
Transformer — 11× in this paper · explained in 2 episodes
Ramathibodi Hospital — 6× in this paper
Calibration — 4× in this paper · explained in 7 episodes
Singapore National Eye Centre — 4× in this paper
Ablation — 2× in this paper · explained in 1 episode
Artificial Intelligence (AI) — 2× in this paper · explained in 2 episodes
Benchmark — 2× in this paper · explained in 2 episodes
Blue Mountains Eye Study — 2× in this paper
Generalizability — 2× in this paper · explained in 6 episodes
Kaohsiung Chang Gung Memorial Hospital — 2× in this paper
Seoul National University Hospital — 2× in this paper
Singapore Epidemiology of Eye Diseases — 2× in this paper
Ablation Studies — 1× in this paper · explained in 1 episode
Ablation study — 1× in this paper · explained in 1 episode
Adaptability — 1× in this paper · explained in 1 episode
Analyzer — 1× in this paper · explained in 1 episode
Distribution Shift — 1× in this paper · explained in 6 episodes
Generalization — 1× in this paper · explained in 13 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Stochastic Weight Averaging Densely — 1× in this paper
Thailand and USC Roski Eye Institute — 1× in this paper

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