Publications

For a full list of publications, please refer to my Google Scholar profile.

Selected Publications

• Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement
  Che Liu, Zhongwei Wan, Cheng Ouyang, Anand Shah, Wenjia Bai, Rossella Arcucci
  ICML 2024.
  [Paper]

• Improved Post-hoc Probability Calibration for Out-of-domain MRI Segmentation
  Cheng Ouyang, Shuo Wang, Chen Chen, Zeju Li, Wenjia Bai, Bernhard Kainz, Daniel Rueckert
  MICCAI-UNSURE 2022.
  [Paper]

• Causality-inspired Single-source Domain Generalization for Medical Image Segmentation
  Cheng Ouyang, Chen Chen, Surui Li, Zeju Li, Chen Qin, Wenjia Bai, Daniel Rueckert
  IEEE-TMI 2022.
  [Paper] [Code]

• Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation
  Cheng Ouyang, Carlo Biffi, Chen Chen, Turkay Kart, Huaqi Qiu, Daniel Rueckert
  ECCV 2020 & IEEE-TMI 2022.
  [Paper] [Code]

• Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation
  Cheng Ouyang, Konstantinos Kamnitsas, Carlo Biffi, Jinming Duan, Daniel Rueckert
  MICCAI 2019.
  [Paper]

• Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation
  Chen Chen*, Cheng Ouyang*, Giacomo Tarroni, Jo Schlemper, Huaqi Qiu, Wenjia Bai, Daniel Rueckert (*equal controbution)
  Winner solution to the Multi-sequence Cardiac MR Segmentation Challenge in MICCAI-STACOM’19 workshop.
  [Paper]