Publications

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Conference

• Open-Vocabulary Object Detection with Meta Prompt Representation and Instance Contrastive Optimization.
  Zhao Wang, Aoxue Li, Fengwei Zhou, Zhenguo Li, Qi Dou.
  British Machine Vision Conference (BMVC), 2023.
  [paper]

• Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train.
  Zhao Wang*, Chang Liu*, Shaoting Zhang, Qi Dou.
  International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023.
  [paper] [code] (early accept)

• 3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation.
  Shizhan Gong, Yuan Zhong, Wenao Ma, Jinpeng Li, Zhao Wang, Jingyang Zhang, Pheng-Ann Heng, Qi Dou.
  arXiv, 2023.
  [paper] [code]

• 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]

Journal

• DeepKOA: A Deep-learning Model Predicts Progression in Knee Osteoarthritis Using Multimodal Magnetic Resonance Images from the Osteoarthritis Initiative.
  Jiaping Hu, Chuanyang Zheng, Qingling Yu, Lijie Zhong, Keyan Yu, Yanjun Chen, Zhao Wang, Bin Zhang, Qi Dou, Xiaodong Zhang.
  Quantitative Imaging in Medicine and Surgery (QIMS, IF: 4.63), 2023.
  [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, IF: 7.7), 2020.
  [paper] [code]