AbdomenAtlas: A large-scale, detailed-annotated, & multi-center dataset for efficient transfer learning and open algorithmic benchmarking
Wenxuan Li, Chongyu Qu, Xiaoxi Chen, Pedro R. A. S. Bassi, Yijia Shi, Yuxiang Lai, Yu Qian, Huimin Xue, Yixiong Chen, Xiaorui Lin, Yutong Tang, Yining Cao, Haoqi Han, Zheyuan Zhang, J.D. Liu, Tiezheng Zhang, Yujiu Ma, Jincheng Wang, Guang Zhang, Alan Yuille, Zongwei Zhou
Topics & Concepts
Computer scienceBenchmarkingArtificial intelligenceInferenceBenchmark (surveying)Generalizability theoryAnnotationMachine learningWorkloadTransfer of learningSegmentationScale (ratio)CrowdsourcingSet (abstract data type)Data miningGeodesyQuantum mechanicsMathematicsMarketingPhysicsWorld Wide WebStatisticsOperating systemProgramming languageBusinessGeographyRadiomics and Machine Learning in Medical ImagingArtificial Intelligence in Healthcare and EducationAI in cancer detection