Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration
Ziqi Zhou, Lei Qi, Yinghuan Shi
Topics & Concepts
Computer scienceOverfittingSegmentationArtificial intelligenceRegularization (linguistics)Image segmentationScale-space segmentationImage (mathematics)Segmentation-based object categorizationCode (set theory)Consistency (knowledge bases)Domain (mathematical analysis)GeneralizationComputer visionPattern recognition (psychology)Machine learningArtificial neural networkSet (abstract data type)MathematicsProgramming languageMathematical analysisDomain Adaptation and Few-Shot LearningAdvanced Neural Network ApplicationsCOVID-19 diagnosis using AI