KeepFIT V2 pretrains a fundus vision-language model with a small 'elite' image-text dataset plus public categorical labels, reaching performance competitive with models trained on much larger private data.
In: International Conference on Medical Image Computing and Computer-Assisted Intervention
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MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining
KeepFIT V2 pretrains a fundus vision-language model with a small 'elite' image-text dataset plus public categorical labels, reaching performance competitive with models trained on much larger private data.