基本信息
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Bio
Her research interest lies in the interdisciplinary area of artificial intelligence and healthcare with expertise in medical image analysis and robotic surgery, with the mission to advance disease diagnosis and minimally invasive intervention via machine intelligence. In this area, she has published over 80 papers in top-tier conferences and journals with 8 ESI highly cited articles. Dr. Dou has won the IEEE ICRA Best Paper Award in Medical Robotics in 2021, Hong Kong Institute of Science Young Scientist Award in 2018, CUHK Engineering Faculty Outstanding Thesis Award in 2018, Best Paper Award of Medical Image Analysis-MICCAI in 2017, Best Paper Award of Medical Imaging and Augmented Reality in 2016, MICCAI Young Scientist Award Runner-up in 2016. Dr. Dou serves as the Programme Chair of MIDL 2021, SPC of AAAI 2021 and IJCAI 2021, Organization Committee of a series of workshops on healthcare and medical imaging related topics in top conferences such as NeurIPS, ICML, CVPR, ICCV, MICCAI. Before joining CUHK faculty, Dr. Dou was a postdoctoral research associate with BioMedIA Lab at the Department of Computing at Imperial College London. She received her Ph.D. degree in Computer Science & Engineering at CUHK in 2018, and Bachelor’s degree in Biomedical Engineering at Beihang University in 2014.
Research Interests
Papers共 273 篇Author StatisticsCo-AuthorSimilar Experts
By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选
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引用量
主题
期刊级别
合作者
合作机构
NPJ DIGITAL MEDICINEno. 1 (2025)
COMPUTER VISION-ECCV 2024, PT XXII (2025): 259-276
Medical Image Analysispp.103459, (2025)
IEEE Trans Robotics (2025): 666-686
COMPUTER VISION-ECCV 2024, PT XVIII (2025): 147-164
IEEE ROBOTICS AND AUTOMATION LETTERSno. 2 (2024): 1969-1976
IEEE TRANSACTIONS ON MEDICAL IMAGINGno. 12 (2024): 4356-4367
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Author Statistics
#Papers: 269
#Citation: 21502
H-Index: 60
G-Index: 146
Sociability: 7
Diversity: 2
Activity: 108
Co-Author
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- 学生
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