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20242026
most citedMM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining

2 citations · 4 across the 5 of their papers we have counts for

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cs.CV2026

Propagating Structural Guidance: Synthesizing Fluorescein Angiography from Fundus Images and Sparse OCT Scans

Tengfei Ma, Ruiqi Wu, Chenran Zhang +6

Fundus fluorescein angiography (FFA) is critical for assessing retinal vascular abnormalities, but its acquisition is invasive and not always feasible. In contrast, color fundus ph…

cs.CV2026

MedKCO: Medical Vision-Language Pretraining via Knowledge-Driven Cognitive Orchestration

Chenran Zhang, Ruiqi Wu, Tao Zhou +1

Medical vision-language pretraining (VLP) models have recently been investigated for their generalization to diverse downstream tasks. However, current medical VLP methods typicall…