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Simultaneous alignment and surface regression using hybrid 2D–3D networks for 3D coherent layer segmentation of retinal OCT images with full and sparse annotations

Hong Liu, Dong Wei, Donghuan Lu, Xiaoying Tang, Liansheng Wang, Yefeng Zheng

2023Medical Image Analysis15 citationsDOI

Topics & Concepts

SegmentationArtificial intelligencePattern recognition (psychology)RetinalComputer scienceLayer (electronics)RegressionComputer visionMathematicsOphthalmologyMaterials scienceMedicineStatisticsComposite materialRetinal Imaging and AnalysisOptical Coherence Tomography ApplicationsGlaucoma and retinal disorders
Simultaneous alignment and surface regression using hybrid 2D–3D networks for 3D coherent layer segmentation of retinal OCT images with full and sparse annotations | Litcius