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Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint


Jun 30, 2021
Jiawei Chen, Yuexiang Li, Kai Ma, Yefeng Zheng

* An extension of our MICCAI paper 

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Residual Moment Loss for Medical Image Segmentation


Jun 27, 2021
Quanziang Wang, Renzhen Wang, Yuexiang Li, Kai Ma, Yefeng Zheng, Deyu Meng


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Aggregative Self-Supervised Feature Learning


Dec 15, 2020
Jiuwen Zhu, Yuexiang Li, S. Kevin Zhou


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MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint


Jul 30, 2020
Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng

* The first two authors contributed equally 

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Instance-aware Self-supervised Learning for Nuclei Segmentation


Jul 22, 2020
Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng

* MICCAI 2020; The first two authors contributed equally 

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Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical Image Segmentation


Jul 20, 2020
Yuexiang Li, Jiawei Chen, Xinpeng Xie, Kai Ma, Yefeng Zheng

* Accepted by MICCAI 2020 

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Revisiting Rubik's Cube: Self-supervised Learning with Volume-wise Transformation for 3D Medical Image Segmentation


Jul 17, 2020
Xing Tao, Yuexiang Li, Wenhui Zhou, Kai Ma, Yefeng Zheng

* Accepted by MICCAI 2020 

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Embedding Task Knowledge into 3D Neural Networks via Self-supervised Learning


Jun 10, 2020
Jiuwen Zhu, Yuexiang Li, Yifan Hu, S. Kevin Zhou


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AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography


May 05, 2020
Huazhu Fu, Fei Li, Xu Sun, Xingxing Cao, Jingan Liao, Jose Ignacio Orlando, Xing Tao, Yuexiang Li, Shihao Zhang, Mingkui Tan, Chenglang Yuan, Cheng Bian, Ruitao Xie, Jiongcheng Li, Xiaomeng Li, Jing Wang, Le Geng, Panming Li, Huaying Hao, Jiang Liu, Yan Kong, Yongyong Ren, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu

* AGE Challenge website at: https://age.grand-challenge.org 

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Generative Adversarial Networks for Video-to-Video Domain Adaptation


Apr 17, 2020
Jiawei Chen, Yuexiang Li, Kai Ma, Yefeng Zheng

* Accepted by AAAI 2020 

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Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik's Cube


Oct 05, 2019
Xinrui Zhuang, Yuexiang Li, Yifan Hu, Kai Ma, Yujiu Yang, Yefeng Zheng

* MICCAI 2019 

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OctopusNet: A Deep Learning Segmentation Network for Multi-modal Medical Images


Jun 05, 2019
Yu Chen, Yuexiang Li, Jiawei Chen, Yefeng Zheng


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Reversed Active Learning based Atrous DenseNet for Pathological Image Classification


Jul 06, 2018
Yuexiang Li, Xinpeng Xie, Linlin Shen, Shaoxiong Liu


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Active Learning for Breast Cancer Identification


Apr 18, 2018
Xinpeng Xie, Yuexiang Li, Linlin Shen


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Skin Lesion Analysis Towards Melanoma Detection Using Deep Learning Network


Nov 22, 2017
Yuexiang Li, Linlin Shen

* ISIC2017 

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