CAMEL: Confidence-Aware Multi-Task Ensemble Learning with Spatial Information for Retina OCT Image Classification and Segmentation
IEEE/CVF Winter Conference on Applications of Computer Vision（2025）
关键词
Image Classification,Image Segmentation,Optical Coherence Tomography Images,Optical Coherence Tomography Segmentation,Optical Coherence Tomography Of The Retina,Clinical Practice,Model Uncertainty,Retinal Diseases,Retinal Images,Prediction Uncertainty,Pixel Level,Multi-task Learning,Comprehensive Identification,Epistemic Uncertainty,Model Performance,Classification Task,Cross-entropy Loss,Retinal Pigment Epithelium,Age-related Macular Degeneration,Segmentation Task,OCT Images,Epiretinal Membrane,Diabetic Macular Edema,Intraretinal Fluid,Multi-task Framework,Lesion Boundaries,Pigment Epithelial Detachment,Comprehensive Classification,Dice Loss
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