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ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation

Ke Zhang, Xiahai Zhuang

2022Lecture notes in computer science25 citationsDOI

Topics & Concepts

Computer scienceSegmentationLeverage (statistics)PixelArtificial intelligenceRegularization (linguistics)Pattern recognition (psychology)AnnotationConsistency (knowledge bases)Supervised learningExpectation–maximization algorithmMachine learningMathematicsArtificial neural networkMaximum likelihoodStatisticsAdvanced Neural Network ApplicationsMedical Image Segmentation TechniquesDomain Adaptation and Few-Shot Learning
ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation | Litcius