Publications

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• Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients.
  Nan Lu, Zhao Wang, Xiaoxiao Li, Gang Niu, Qi Dou, Masashi Sugiyama.
  International Conference on Learning Representations (ICLR), 2022.
  [paper] [code]

• Predicting Knee Osteoarthritis Progression with a interpretable Deep Learning Approach on Magnetic Resonance Imaging: data from the Osteoarthritis Initiative.
  Jiaping Hu*, Chuanyang Zheng*, Lijie Zhong, Keyan Yu, Yanjun Chen, Zhao Wang, Zhongping Zhang, Qi Dou, Xiaodong Zhang.
  International Society for Magnetic Resonance in Medicine Annual Meeting & Exhibition (ISMRM), 2022.
  [paper]

• Identification of Bone Marrow Lesions on Magnetic Resonance Imaging with Weakly Supervised Deep Learning.
  Jiaping Hu*, Zhao Wang*, Lijie Zhong, Keyan Yu, Yanjun Chen, Yingjie Mei, Qi Dou, Xiaodong Zhang.
  International Society for Magnetic Resonance in Medicine Annual Meeting & Exhibition (ISMRM), 2021.
  [paper]

• Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification.
  Zhao Wang, Quande Liu, Qi Dou.
  IEEE Journal of Biomedical and Health Informatics (JBHI), 2020.
  [paper] [code]