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Wenao Ma

Senior Member, IEEE

Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift


Jul 09, 2022
Wenao Ma, Cheng Chen, Shuang Zheng, Jing Qin, Huimao Zhang, Qi Dou

* This paper has been accepted by MICCAI 2022 

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Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT


Apr 13, 2022
Wenao Ma, Shuang Zheng, Lei Zhang, Huimao Zhang, Qi Dou


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Hierarchical Deep Network with Uncertainty-aware Semi-supervised Learning for Vessel Segmentation


May 31, 2021
Chenxin Li, Wenao Ma, Liyan Sun, Xinghao Ding, Yue Huang, Guisheng Wang, Yizhou Yu


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Consistent Posterior Distributions under Vessel-Mixing: A Regularization for Cross-Domain Retinal Artery/Vein Classification


Mar 16, 2021
Chenxin Li, Yunlong Zhang, Zhehan Liang, Wenao Ma, Yue Huang, Xinghao Ding


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Multi-Task Neural Networks with Spatial Activation for Retinal Vessel Segmentation and Artery/Vein Classification


Jul 18, 2020
Wenao Ma, Shuang Yu, Kai Ma, Jiexiang Wang, Xinghao Ding, Yefeng Zheng

* MICCAI 2019 

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Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge


Jul 11, 2020
Yue Sun, Kun Gao, Zhengwang Wu, Zhihao Lei, Ying Wei, Jun Ma, Xiaoping Yang, Xue Feng, Li Zhao, Trung Le Phan, Jitae Shin, Tao Zhong, Yu Zhang, Lequan Yu, Caizi Li, Ramesh Basnet, M. Omair Ahmad, M. N. S. Swamy, Wenao Ma, Qi Dou, Toan Duc Bui, Camilo Bermudez Noguera, Bennett Landman, Ian H. Gotlib, Kathryn L. Humphreys, Sarah Shultz, Longchuan Li, Sijie Niu, Weili Lin, Valerie Jewells, Gang Li, Dinggang Shen, Li Wang


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Multi-sequence Cardiac MR Segmentation with Adversarial Domain Adaptation Network


Oct 28, 2019
Jiexiang Wang, Hongyu Huang, Chaoqi Chen, Wenao Ma, Yue Huang, Xinghao Ding

* 10th Workshop on Statistical Atlases and Computational Modelling of the Heart (MICCAI2019 Workshop) 

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Uncertainty-Guided Domain Alignment for Layer Segmentation in OCT Images


Aug 30, 2019
Jiexiang Wang, Cheng Bian, Meng Li, Xin Yang, Kai Ma, Wenao Ma, Jin Yuan, Xinghao Ding, Yefeng Zheng


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