Yichi Zhang

weixs 


Ph.D Candidate, Fudan University
Email: zhangyichi23[at]m.fudan.edu.cn

Github | Google Scholar | Semantic Scholar | ResearchGate

  • I am currently a Ph.D. candidate at School of Data Science and Artificial Intelligence Innovation and Incubation Institute, Fudan University, co-advised by Prof. Yuan Qi and Prof. Yuan Cheng. Before that, I obtained Bachelor's degree and Master's degree from the School of Biological Science and Medical Engineering, Beihang University in 2020 and 2023, advised by Prof. Jicong Zhang.
  • My research interests lies in the interdisciplinary fields of biomedical image analysis, artificial intelligence and healthcare. I have been working on designing data-efficient learning methods for medical image analysis with imperfect learning scenarios such as semi/weakly-supervised learning. Currently, I'm focusing on developing foundation and generalized AI models in medical imaging and deploying AI techniques in real-world healthcare scenarios.
  • Publications

    2024
     
     
     
     
     
     
     
    2023
     
     
     
    2022
     
     
    • Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge
      Alain Lalande, Zhihao Chen, Thibaut Pommier, Thomas Decourselle, Abdul Qayyum, Michel Salomon, Dominique Ginhac, Youssef Skandarani, Arnaud Boucher, Khawla Brahim, Marleen de Bruijne, Robin Camarasa, Teresa M. Correia, Xue Feng, Kibrom B. Girum, Anja Hennemuth, Markus Huellebrand, Raabid Hussain, Matthias Ivantsits, Jun Ma, Craig Meyer, Rishabh Sharma, Jixi Shi, Nikolaos V. Tsekos, Marta Varela, Xiyue Wang, Sen Yang, Hannu Zhang, Yichi Zhang, Yuncheng Zhou, Xiahai Zhuang, Raphael Couturier, and Fabrice Meriaudeau.
      Medical Image Analysis, 2022. (SCI Q1 TOP, IF=13.828)

    2021
     
     
     
    • AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?
      Jun Ma, Yao Zhang, Song Gu, Cheng Zhu, Cheng Ge, Yichi Zhang, Xingle An, Congcong Wang, Qiyuan Wang, Xin Liu, Shucheng Cao, Qi Zhang, Shangqing Liu, Yunpeng Wang, Yuhui Li, Jian He and Xiaoping Yang.
      IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021. (SCI Q1 TOP, IF=17.861) [code]

    2020
     
     

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