Scientific Domain Knowledge Improves Vision-Language Fundus Models

Verena Jasmin Hallitschke, Carsten Eickhoff, Philipp Berens

Vision-language models hold considerable promise for ophthalmology, but it remains unclear which training data source best conveys expert domain knowledge. Existing ophthalmic mode…