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Author

Xueling Sim

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Open access Aug 2026

Performance and label efficiency of traditional deep-learning models and a retina-specific foundation model for ocular and systemic disease detection: a retrospective comparative study.

BACKGROUND RETFound, a self-supervised retina-specific foundation model, has shown potential in downstream tasks, but its performance in comparison with that of traditional deep-learning models remains unclear. We aimed to evaluate RETFound against three supervised deep-learning models (ResNet50, ViT-Base, and SwinV2)...

S. Yew, Xiao-Feng Lei, Jocelyn Hui Lin Goh et al. · 0 citations
Sep 2026

Dose-response associations of whole-body and regional body fat with continuous glucose monitoring-derived glycemic level and glycemic variability: A cross-sectional study of Asian adults without diabetes.

BACKGROUND Large-scale studies examining dose-response relationships between body fat and continuous glucose monitoring (CGM)-captured glycemic profiles in adults without diabetes are lacking. METHODS In this cross-sectional study, we recruited adults without diabetes from a multi-ethnic Asian cohort. Participants un...

Jia-Li Yao, E. Tai, Xueling Sim et al. · 0 citations

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