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Hongguang Cui

2 accepted papers

2025

SIGraph: Saliency Image-Graph Network for Retinal Disease Classification in Fundus Image

AAAI 2025technical

An efficient and precise diagnosis of retinal diseases is a fundamental goal for auxiliary diagnostic systems in ophthalmology. Inspired by the importance of scattered subtle lesions in manual retinal disease diagnosis, recent research has achieved state-of-the-art performance by mining information…

Cited by 0SourcePDFScholar
2022

SatFormer: Saliency-Guided Abnormality-Aware Transformer for Retinal Disease Classification in Fundus Image

IJCAI 2022poster

Automatic and accurate retinal disease diagnosis is critical to guide proper therapy and prevent potential vision loss. Previous works simply exploit the most discriminative features while ignoring the pathological visual clues of scattered subtle lesions. Therefore, without a comprehensive understa…

Cited by 11SourcePDFScholar