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Ordinal Pattern Kernel for Brain Connectivity Network Classification

Aug 18, 2020
Kai Ma, Biao Jie, Wei Shao, Daoqiang Zhang

* 10 pages, 3 figures 

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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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TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification

Jul 29, 2020
Wenting Chen, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Chunyan Chu, Linlin Shen, Yefeng Zheng

* MICCAI 2020 

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Difficulty-aware Glaucoma Classification with Multi-Rater Consensus Modeling

Jul 29, 2020
Shuang Yu, Hong-Yu Zhou, Kai Ma, Cheng Bian, Chunyan Chu, Hanruo Liu, Yefeng Zheng

* MICCAI 2020 

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Learning Crisp Edge Detector Using Logical Refinement Network

Jul 24, 2020
Luyan Liu, Kai Ma, Yefeng Zheng

* Accepted by MICCAI2020 

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Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning

Jul 22, 2020
Junde Wu, Shuang Yu, Wenting Chen, Kai Ma, Rao Fu, Hanruo Liu, Xiaoguang Di, Yefeng Zheng

* MICCAI 2020 

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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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Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs By Comparing Image Representations

Jul 22, 2020
Hong-Yu Zhou, Shuang Yu, Cheng Bian, Yifan Hu, Kai Ma, Yefeng Zheng

* MICCAI 2020 early accept; Code and pretrained models available at http://github.com/funnyzhou/C2L_MICCAI2020 

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GREEN: a Graph REsidual rE-ranking Network for Grading Diabetic Retinopathy

Jul 21, 2020
Shaoteng Liu, Lijun Gong, Kai Ma, Yefeng Zheng

* MICCAI2020 

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Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications

Jul 21, 2020
Lijun Gong, Kai Ma, Yefeng Zheng

* MICCAI2020 

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A Macro-Micro Weakly-supervised Framework for AS-OCT Tissue Segmentation

Jul 20, 2020
Munan Ning, Cheng Bian, Donghuan Lu, Hong-Yu Zhou, Shuang Yu, Chenglang Yuan, Yang Guo, Yaohua Wang, Kai Ma, Yefeng Zheng

* MICCAI 2020 

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Deep Image Clustering with Category-Style Representation

Jul 20, 2020
Junjie Zhao, Donghuan Lu, Kai Ma, Yu Zhang, Yefeng Zheng

* Accepted at ECCV 2020. Project address: https://github.com/sKamiJ/DCCS 

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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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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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Superpixel-Guided Label Softening for Medical Image Segmentation

Jul 17, 2020
Hang Li, Dong Wei, Shilei Cao, Kai Ma, Liansheng Wang, Yefeng Zheng


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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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Learning and Exploiting Interclass Visual Correlations for Medical Image Classification

Jul 13, 2020
Dong Wei, Shilei Cao, Kai Ma, Yefeng Zheng


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Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift

Jun 19, 2020
Qinming Zhang, Luyan Liu, Kai Ma, Cheng Zhuo, Yefeng Zheng

* Accepted by IJCAI 2020 

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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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LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation

Mar 20, 2020
Shuxin Wang, Shilei Cao, Dong Wei, Renzhen Wang, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng

* Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition 2020 

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Quality Control of Neuron Reconstruction Based on Deep Learning

Mar 19, 2020
Donghuan Lu, Sujun Zhao, Peng Xie, Kai Ma, Lijuan Liu, Yefeng Zheng

* 9 pages, 2 figures 

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Identification of primary angle-closure on AS-OCT images with Convolutional Neural Networks

Oct 23, 2019
Chenglang Yuan, Cheng Bian, Hongjian Kang, Shu Liang, Kai Ma, Yefeng Zheng

* The third place in angle-closure glaucoma evaluation (AGE) Challenge, MICCAI 2019 

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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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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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