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Context Label Learning: Improving Background Class Representations in Semantic Segmentation


Dec 16, 2022
Zeju Li, Konstantinos Kamnitsas, Cheng Ouyang, Chen Chen, Ben Glocker

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* Provisionally accepted to IEEE Transactions on Medical Imaging 

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The Extreme Cardiac MRI Analysis Challenge under Respiratory Motion (CMRxMotion)


Oct 12, 2022
Shuo Wang, Chen Qin, Chengyan Wang, Kang Wang, Haoran Wang, Chen Chen, Cheng Ouyang, Xutong Kuang, Chengliang Dai, Yuanhan Mo, Zhang Shi, Chenchen Dai, Xinrong Chen, He Wang, Wenjia Bai

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* Summary of CMRxMotion Challenge Design 

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Improved post-hoc probability calibration for out-of-domain MRI segmentation


Aug 04, 2022
Cheng Ouyang, Shuo Wang, Chen Chen, Zeju Li, Wenjia Bai, Bernhard Kainz, Daniel Rueckert

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* Accepted for UNSURE workshop at MICCAI 2022 

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MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation


Jun 02, 2022
Chen Chen, Zeju Li, Cheng Ouyang, Matt Sinclair, Wenjia Bai, Daniel Rueckert

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* Early accepted by MICCAI 2022 

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Causality-inspired Single-source Domain Generalization for Medical Image Segmentation


Dec 06, 2021
Cheng Ouyang, Chen Chen, Surui Li, Zeju Li, Chen Qin, Wenjia Bai, Daniel Rueckert

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* Preprint 

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Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation


Aug 07, 2021
Chen Chen, Chen Qin, Cheng Ouyang, Shuo Wang, Huaqi Qiu, Liang Chen, Giacomo Tarroni, Wenjia Bai, Daniel Rueckert

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* Under review. 17 pages 

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Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation


Jul 02, 2021
Chen Chen, Kerstin Hammernik, Cheng Ouyang, Chen Qin, Wenjia Bai, Daniel Rueckert

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* MICCAI 2021 

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