arxivcs.CV2026-06-29
Cross-Modal Iteration Distillation for Robust IHD Screening: The IDNet Framework and A New Benchmark
Yongchang Gao, Junjie Pang, Shuaiyu Yang, Yusheng Yang, Xichao Jia, Shaojie Li, et al.
Color Fundus Photography (CFP) offers a low-cost and non-invasive route for ischemic heart disease (IHD) screening, but current studies are limited by scarce public benchmarks and ineffective fusion of retinal images with sparse clinical variables. We propose IDNet, a multimodal…