基本信息
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Career Trajectory
Bio
My current research interests focus on developing computer vision and machine learning to improve the screening, diagnosis, and treatment recommendations in oncology for precision medicine using medical images and clinical data. Our recent work are presented in top medical journals including Nature Medicine, Annals of Surgery (Ann Surg), Radiology and Clinical Cancer Research (CCR). My work DeepPrognosis (pancreatic cancer outcome prediction) has been selected for MICCAI-MedIA Special Issue of Best Papers in 2020 and DeepAttnMISL is one of MedIA Most Cited Articles.
Research Interests
Papers共 63 篇Author StatisticsCo-AuthorSimilar Experts
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Lisha Yao,Yingda Xia, Zhihong Chen,Suyun Li,Jiawen Yao,Dakai Jin,Yanting Liang,Jiatai Lin,Bingchao Zhao,Chu Han,Le Lu,Ling Zhang,Zaiyi Liu, Xin Chen
MACHINE LEARNING IN MEDICAL IMAGING, MLMI 2023, PT I (2024): 126-136
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2023)
Ke Yan,Xiaoli Yin,Yingda Xia,Fakai Wang, Shu Wang,Yuan Gao,Jiawen Yao, Chunli Li,Xiaoyu Bai,Jingren Zhou,Ling Zhang,Le Lu,Yu Shi
MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2023, PT V (2023): 72-82
Nai‐Ming Cheng,Jiawen Yao,Jinzheng Cai, Xianghua Ye, Shilin Zhao,Kui Zhao,Wenlan Zhou, Isabella Nogues, Yuankai Huo, Chun‐Ta Liao, Hung‐Ming Wang, Chien‐Yu Lin,Li‐Yu Lee, Jing Xiao,Le Lü, Ling Zhang,Tzu‐Chen Yen
openalex
Nai‐Ming Cheng,Jiawen Yao,Jinzheng Cai, Xianghua Ye, Shilin Zhao,Kui Zhao,Wenlan Zhou, Isabella Nogues, Yuankai Huo, Chun‐Ta Liao, Hung‐Ming Wang, Chien‐Yu Lin, Li‐Yu Lee, Jing Xiao,Le Lü, Ling Zhang,Tzu‐Chen Yen
openalex
crossref(2023)
Nai‐Ming Cheng,Jiawen Yao,Jinzheng Cai,Xianghua Ye, Shilin Zhao,Kui Zhao,Wenlan Zhou, Isabella Nogues,Yuankai Huo,Chun‐Ta Liao, Hung‐Ming Wang, Chien‐Yu Lin,Li‐Yu Lee,Jing Xiao,Le Lü, Ling Zhang,Tzu‐Chen Yen
openalex(2023)
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Author Statistics
#Papers: 64
#Citation: 1787
H-Index: 22
G-Index: 39
Sociability: 5
Diversity: 2
Activity: 54
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