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eess.IV2024★ 1 cited
Enhancing Diagnostic Accuracy in Rare and Common Fundus Diseases with a Knowledge-Rich Vision-Language Model
Meng Wang, Tian Lin, Aidi Lin +46
Previous foundation models for fundus images were pre-trained with limited disease categories and knowledge base. Here we introduce a knowledge-rich vision-language model (RetiZero…
eess.IV2024★ 1 cited
Enhance Eye Disease Detection using Learnable Probabilistic Discrete Latents in Machine Learning Architectures
Anirudh Prabhakaran, YeKun Xiao, Ching-Yu Cheng +1
Ocular diseases, including diabetic retinopathy and glaucoma, present a significant public health challenge due to their high prevalence and potential for causing vision impairment…