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Advancing federated domain generalization in ophthalmology: Vision enhancement and consistency assurance for multicenter fundus image segmentation

Yuxin Ye, Nian Liu, Yang Zhao, Xianxun Zhu, Jun Wang, Yan Liu, Yan Liu

2025Pattern Recognition19 citationsDOI

Topics & Concepts

Computer scienceGeneralizationSegmentationArtificial intelligenceFundus (uterus)Consistency (knowledge bases)Computer visionDomain (mathematical analysis)Image segmentationMedicineOphthalmologyMathematicsMathematical analysisRetinal Imaging and AnalysisMedical Imaging and AnalysisArtificial Intelligence in Healthcare and Education
Advancing federated domain generalization in ophthalmology: Vision enhancement and consistency assurance for multicenter fundus image segmentation | Litcius