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Finding Influential Instances for Distantly Supervised Relation Extraction

Sep 17, 2020
Zifeng Wang, Rui Wen, Xi Chen, Shao-Lun Huang, Ningyu Zhang, Yefeng Zheng


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Online Disease Self-diagnosis with Inductive Heterogeneous Graph Convolutional Networks

Sep 06, 2020
Zifeng Wang, Rui Wen, Xi Chen, Shilei Cao, Shao-Lun Huang, Buyue Qian, Yefeng Zheng


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Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback

Sep 06, 2020
Zifeng Wang, Xi Chen, Rui Wen, Shao-Lun Huang, Ercan E. Kuruoglu, Yefeng Zheng


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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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A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging

May 07, 2020
Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, Sulaiman Vesal, Nishant Ravikumar, Andreas Maier, Xin Yang, Pheng-Ann Heng, Dong Ni, Caizi Li, Qianqian Tong, Weixin Si, Elodie Puybareau, Younes Khoudli, Thierry Geraud, Chen Chen, Wenjia Bai, Daniel Rueckert, Lingchao Xu, Xiahai Zhuang, Xinzhe Luo, Shuman Jia, Maxime Sermesant, Yashu Liu, Kuanquan Wang, Davide Borra, Alessandro Masci, Cristiana Corsi, Coen de Vente, Mitko Veta, Rashed Karim, Chandrakanth Jayachandran Preetha, Sandy Engelhardt, Menyun Qiao, Yuanyuan Wang, Qian Tao, Marta Nunez-Garcia, Oscar Camara, Nicolo Savioli, Pablo Lamata, Jichao Zhao


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Multi-Modality Generative Adversarial Networks with Tumor Consistency Loss for Brain MR Image Synthesis

May 02, 2020
Bingyu Xin, Yifan Hu, Yefeng Zheng, Hongen Liao

* 5 pages, 3 figures, accepted to IEEE ISBI 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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Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation for Robust Segmentation

Apr 03, 2020
Qian Yu, Yinghuan Shi, Yefeng Zheng, Yang Gao, Jianbing Zhu, Yakang Dai

* 11 pages, 14 figures 

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