Article

UWFound, A domain-adapted foundation model for hierarchical posterior uveitis diagnosis from ultra-widefield fundus images

2026-07-10

Abstract excerpt

<title>Abstract</title> <p>Accurate diagnosis and aetiological classification of posterior uveitis l remains challenging because of heterogeneous manifestations, overlapping phenotypes, and severe class imbalance, yet existing artificial intelligence models are limited by modality mismatch and poor generalisability to rare subtypes. Here, we developed UWFound by domain-adaptive self-supervised fine-tuning of RETF...

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Literature Corpus work: 724a919b-975f-50a3-a8b4-609bdd2b26ea
DOI: 10.21203/rs.3.rs-10143846/v1

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