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Revisiting Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship


Jan 06, 2022
Quanziang Wang, Yuexiang Li, Dong Wei, Renzhen Wang, Kai Ma, Yefeng Zheng, Deyu Meng


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Alleviating Noisy-label Effects in Image Classification via Probability Transition Matrix


Oct 19, 2021
Ziqi Zhang, Yuexiang Li, Hongxin Wei, Kai Ma, Tao Xu, Yefeng Zheng


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A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data


Oct 18, 2021
Hengji Cui, Dong Wei, Kai Ma, Shi Gu, Yefeng Zheng

* Published in IEEE TRANSACTIONS ON MEDICAL IMAGING 

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Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification


Oct 09, 2021
Jinghan Sun, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng

* Published in proceedings of MICCAI 2021 

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All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation


Sep 28, 2021
Zhe Xu, Yixin Wang, Donghuan Lu, Lequan Yu, Jiangpeng Yan, Jie Luo, Kai Ma, Yefeng Zheng, Raymond Kai-yu Tong

* 10 pages, under review in trans journal 

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Training Automatic View Planner for Cardiac MR Imaging via Self-Supervision by Spatial Relationship between Views


Sep 24, 2021
Dong Wei, Kai Ma, Yefeng Zheng

* Accepted by MICCAI 2021 

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InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction


Sep 11, 2021
Hong Wang, Yuexiang Li, Haimiao Zhang, Jiawei Chen, Kai Ma, Deyu Meng, Yefeng Zheng

* International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2021 

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Multi-Anchor Active Domain Adaptation for Semantic Segmentation


Aug 18, 2021
Munan Ning, Donghuan Lu, Dong Wei, Cheng Bian, Chenglang Yuan, Shuang Yu, Kai Ma, Yefeng Zheng

* ICCV 2021 Oral 

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A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework


Aug 18, 2021
Munan Ning, Cheng Bian, Dong Wei, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng

* IPMI 2021 

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RECIST-Net: Lesion detection via grouping keypoints on RECIST-based annotation


Jul 19, 2021
Cong Xie, Shilei Cao, Dong Wei, Hongyu Zhou, Kai Ma, Xianli Zhang, Buyue Qian, Liansheng Wang, Yefeng Zheng

* 5 pages, 3 figures, IEEE ISBI 2021 

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Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration


Jul 15, 2021
Zhe Xu, Jie Luo, Donghuan Lu, Jiangpeng Yan, Jayender Jagadeesan, William Wells III, Sarah Frisken, Kai Ma, Yefeng Zheng, Raymond Kai-yu Tong

* 11 pages, version 1 

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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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LE-NAS: Learning-based Ensenble with NAS for Dose Prediction


Jun 12, 2021
Yi Lin, Yanfei Liu, Jingguang Liu, Guocai Liu, Kai Ma, Yefeng Zheng


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Noisy Labels are Treasure: Mean-Teacher-Assisted Confident Learning for Hepatic Vessel Segmentation


Jun 03, 2021
Zhe Xu, Donghuan Lu, Yixin Wang, Jie Luo, Jayender Jagadeesan, Kai Ma, Yefeng Zheng, Xiu Li

* 11 pages, to appear in MICCAI 2021 

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Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation


Mar 30, 2021
Hong-Yu Zhou, Hualuo Liu, Shilei Cao, Dong Wei, Chixiang Lu, Yizhou Yu, Kai Ma, Yefeng Zheng

* IPMI 2021 

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Stabilized Medical Image Attacks


Mar 09, 2021
Gege Qi, Lijun Gong, Yibing Song, Kai Ma, Yefeng Zheng

* ICLR 2021 (Spotlight) 

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MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures


Feb 26, 2021
Luyan Liu, Zhiwei Wen, Songwei Liu, Hong-Yu Zhou, Hongwei Zhu, Weicheng Xie, Linlin Shen, Kai Ma, Yefeng Zheng


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Ensembled ResUnet for Anatomical Brain Barriers Segmentation


Jan 04, 2021
Munan Ning, Cheng Bian, Chenglang Yuan, Kai Ma, Yefeng Zheng


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A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks


Dec 17, 2020
Qingsong Yao, Zecheng He, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou


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Transport based Graph Kernels


Nov 02, 2020
Kai Ma, Peng Wan, Daoqiang Zhang


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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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