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Uncertainty-aware pseudo-label and consistency for semi-supervised medical image segmentation

Liyun Lu, Mengxiao Yin, Liyao Fu, Yang Feng

2022Biomedical Signal Processing and Control87 citationsDOI

Topics & Concepts

Computer scienceSegmentationConsistency (knowledge bases)Regularization (linguistics)Artificial intelligenceSemi-supervised learningLabeled dataSupervised learningMachine learningImage segmentationCode (set theory)Pattern recognition (psychology)Set (abstract data type)Artificial neural networkProgramming languageAdvanced Neural Network ApplicationsDomain Adaptation and Few-Shot LearningMedical Imaging and Analysis
Uncertainty-aware pseudo-label and consistency for semi-supervised medical image segmentation | Litcius