Automatic data augmentation for medical image segmentation using Adaptive Sequence-length based Deep Reinforcement Learning
Zhenghua Xu, Shengxin Wang, Gang Xu, Yunxin Liu, Yu Miao, Hongwei Zhang, Thomas Lukasiewicz, Junhua Gu
Topics & Concepts
Reinforcement learningComputer scienceArtificial intelligenceSegmentationTransformation (genetics)Image (mathematics)Image segmentationDeep learningSequence (biology)Pattern recognition (psychology)Function (biology)Computer visionMachine learningChemistryGeneticsBiologyGeneEvolutionary biologyBiochemistryAdvanced Neural Network ApplicationsDomain Adaptation and Few-Shot LearningGenerative Adversarial Networks and Image Synthesis