CauDR: A causality-inspired domain generalization framework for fundus-based diabetic retinopathy grading
Hao Wei, Peilun Shi, Juzheng Miao, Mingqin Zhang, Guitao Bai, Jianing Qiu, Furui Liu, Wu Yuan
Topics & Concepts
Diabetic retinopathyComputer scienceArtificial intelligenceFundus photographyGrading (engineering)Deep learningRetinopathySpurious relationshipFundus (uterus)Machine learningOptometryRetinalComputer visionOphthalmologyMedicineFluorescein angiographyDiabetes mellitusEndocrinologyCivil engineeringEngineeringRetinal Imaging and AnalysisRetinal Diseases and TreatmentsImbalanced Data Classification Techniques