Active Learning in Brain Tumor Segmentation with Uncertainty Sampling and Annotation Redundancy Restriction
Daniel D Kim, Rajat Chandra, Li Yang, Jing Wu, Xue Feng, Michael K. Atalay, Chetan Bettegowda, Craig Jones, Haris I. Sair, Weihua Liao, Chengzhang Zhu, Beiji Zou, Anahita Fathi Kazerooni, Ali Nabavizadeh, Zhicheng Jiao, Jian Peng, Harrison X. Bai
Topics & Concepts
Computer scienceDropout (neural networks)Artificial intelligenceAnnotationSegmentationRedundancy (engineering)Machine learningConditional random fieldBootstrapping (finance)Bayesian probabilityBayesian networkPattern recognition (psychology)Financial economicsEconomicsOperating systemMachine Learning and AlgorithmsDomain Adaptation and Few-Shot LearningCOVID-19 diagnosis using AI