Domain generalization on medical imaging classification using episodic training with task augmentation
Chenxin Li, Xin Lin, Yijin Mao, Wei Lin, Qi Qi, Xinghao Ding, Yue Huang, Dong Liang, Yizhou Yu
Topics & Concepts
OverfittingComputer scienceArtificial intelligenceGeneralizationMachine learningTask (project management)ExploitGeneralizability theoryDeep learningMulti-task learningTransfer of learningDomain (mathematical analysis)Medical imagingArtificial neural networkStatisticsMathematical analysisEconomicsMathematicsComputer securityManagementDomain Adaptation and Few-Shot LearningAI in cancer detectionCancer-related molecular mechanisms research