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Multi-Modality Cardiac Image Computing: A Survey


Aug 26, 2022
Lei Li, Wangbin Ding, Liqun Huang, Xiahai Zhuang, Vicente Grau

* 30 pages 

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Deep Compatible Learning for Partially-Supervised Medical Image Segmentation


Jun 18, 2022
Ke Zhang, Xiahai Zhuang

* 16 pages, 13 figures 

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Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI Segmentation


Jun 10, 2022
Zheyao Gao, Lei Li, Fuping Wu, Sihan Wang, Xiahai Zhuang

* Accepted by MICCAI 2022 

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Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation


Jun 09, 2022
Shangqi Gao, Hangqi Zhou, Yibo Gao, Xiahai Zhuang

* MICCAI 2022 

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Bayesian intrinsic groupwise registration via explicit hierarchical disentanglement


Jun 06, 2022
Xin Wang, Xinzhe Luo, Xiahai Zhuang


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ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation


Jun 05, 2022
Ke Zhang, Xiahai Zhuang

* 11 pages,4 figures 

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Bayesian Image Super-Resolution with Deep Modeling of Image Statistics


Mar 31, 2022
Shangqi Gao, Xiahai Zhuang

* IEEE Transactions on Pattern Analysis and Machine Intelligence (2022) 
* 45 pages 

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CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision


Mar 12, 2022
Ke Zhang, Xiahai Zhuang

* 10 pages, 5 figures 

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Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks


Feb 04, 2022
Wangbin Ding, Lei Li, Xiahai Zhuang, Liqin Huang


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