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Active Learning in Brain Tumor Segmentation with Uncertainty Sampling and Annotation Redundancy Restriction

Daniel D Kim,Rajat S Chandra,Li Yang,Jing Wu,Xue Feng,Michael Atalay,Chetan Bettegowda,Craig Jones,Haris Sair,Wei-hua Liao, Chengzhang Zhu,Beiji Zou,Anahita Fathi Kazerooni,Ali Nabavizadeh,Zhicheng Jiao,Jian Peng,Harrison X Bai

JOURNAL OF IMAGING INFORMATICS IN MEDICINE（2024）

引用 4|浏览172
关键词
Brain tumor segmentation,Active learning,3D U-net,Multi-contrast MRI,Uncertainty estimation
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