Publications
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]