CPFNet: Context Pyramid Fusion Network for Medical Image Segmentation

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IEEE Transactions on Medical Imaging

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningImage Analysis +16

Speckle noise reduction in optical coherence tomography images based on edge-sensitive cGAN

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Biomedical Optics Express

EngineeringEdge-sensitive CganNoise ReductionDeblurringImage Analysis +19

Automatic Liver Segmentation Based on Shape Constraints and Deformable Graph Cut in CT Images

Guodong Li, Xinjian Chen, Fei Shi, +3

IEEE Transactions on Image Processing

EngineeringShape AnalysisLiver SurfaceBiomedical EngineeringAutomatic Liver Segmentation +21

Random Walk and Graph Cut for Co-Segmentation of Lung Tumor on PET-CT Images

Wei Ju, Dehui Xiang, Bin Zhang, +3

IEEE Transactions on Image Processing

Computed TomographyEngineeringTumor SegmentationDiagnostic ImagingImage Analysis +18

Automated 3-D Retinal Layer Segmentation of Macular Optical Coherence Tomography Images With Serous Pigment Epithelial Detachments

Fei Shi, Xinjian Chen, Heming Zhao, +5

IEEE Transactions on Medical Imaging

EngineeringRetinal LayersBiomedical EngineeringRetinal TherapiesImage Analysis +14

Surrogate-Assisted Retinal OCT Image Classification Based on Convolutional Neural Networks

Yibiao Rong, Dehui Xiang, Weifang Zhu, +4

IEEE Journal of Biomedical and Health Informatics

Global and Local Feature Reconstruction for Medical Image Segmentation

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IEEE Transactions on Medical Imaging

Geometric LearningConvolutional Neural NetworkMedical Image SegmentationEngineeringImage Analysis +17

Semi-Supervised Capsule cGAN for Speckle Noise Reduction in Retinal OCT Images

Meng Wang, Weifang Zhu, Kai Yu, +10

IEEE Transactions on Medical Imaging

Convolutional Neural NetworkEngineeringMachine LearningNovel Semi-supervised LearningImage Analysis +14

Automatic Segmentation of Retinal Layer in OCT Images With Choroidal Neovascularization

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IEEE Transactions on Image Processing

EngineeringAge-related Macular DegenerationRetinal LayersBiomedical EngineeringImage Analysis +19

Quantitative analysis of retinal layers' optical intensities on 3D optical coherence tomography for central retinal artery occlusion

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Scientific Reports