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Bridging 2D and 3D segmentation networks for computation-efficient volumetric medical image segmentation: An empirical study of 2.5D solutions

Yichi Zhang, Qingcheng Liao, Le Ding, Jicong Zhang

2022Computerized Medical Imaging and Graphics139 citationsDOI

Topics & Concepts

Computer scienceSegmentationOverfittingArtificial intelligenceConvolutional neural networkInferenceImage segmentationMedical imagingComputationDeep learningScale-space segmentationPoolingMachine learningPattern recognition (psychology)Computer visionArtificial neural networkAlgorithmAdvanced Neural Network ApplicationsMedical Image Segmentation TechniquesMedical Imaging and Analysis
Bridging 2D and 3D segmentation networks for computation-efficient volumetric medical image segmentation: An empirical study of 2.5D solutions | Litcius