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人员

  • 简要介绍:于University College London医学物理和生物工程系获得博士学位,现任复旦大学大数据学院教授、博导、副院长,任国际MICCAI学会执行理事;担任MedIA、IEEE TMI等领域内顶刊的编委。从事医学影像人工智能的研究,提出了成像与分析过程多因、多源、多任务联合建模与协同优化的学术思想,近五年以第一或(共同)通讯作者在中科院一区期刊发表论文24篇,其中7篇IEEE TPAMI。发表SCI文章62篇,5篇入选高引/ 高下载/ESI论文;一作文章被自然-心脏期刊综述高度评价。授权专利18项。获上海市东方英才计划、上海市自然科学二等奖(第一完成人)、爱思唯尔-国际MICCAI学会最佳论文奖,连续5年入选斯坦福-爱思唯尔世界顶尖科学家榜单。
  • 代表成果:

    [1] Xiahai Zhuang*: Multivariate mixture model for myocardial segmentation combining multi-source images. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 41(12), 2933-2946

    [2] Xinzhe Luo & Xiahai Zhuang*: X-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 45(7): 9206 – 9224

    [3] Fuping Wu & Xiahai Zhuang*: Minimizing Estimated Risks on Unlabeled Data: A New Formulation for Semi-Supervised Medical Image Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 45(5): 6021 – 6036

    [4] Shangqi Gao & Xiahai Zhuang*: Bayesian Image Super-Resolution with Deep Modeling of Image Statistics. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 45(2): 1405-1423

    [5] Shangqi Gao#, Hangqi Zhou#, Yibo Gao#, Xiahai Zhuang*. BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability. Medical Image Analysis, 89, 102889, 1-14, 2023 (获爱思唯尔-国际MICCAI学会联合颁发的最佳论文奖,Elsevier-MedIA 1st Prize & Medical Image Analysis MICCAl Best Paper Award 2023,1/1865)