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Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial Attack



Mengting Xu , Tao Zhang , Zhongnian Li , Mingxia Liu , Daoqiang Zhang

* Medical Image Analysis 69 (2021): 101977 
* This version was accepted in the journal Medical Image Analysis (MedIA) 

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Domain Adaptation for Medical Image Analysis: A Survey



Hao Guan , Mingxia Liu

* 15 pages, 7 figures 

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Synergistic Learning of Lung Lobe Segmentation and Hierarchical Multi-Instance Classification for Automated Severity Assessment of COVID-19 in CT Images



Kelei He , Wei Zhao , Xingzhi Xie , Wen Ji , Mingxia Liu , Zhenyu Tang , Feng Shi , Yang Gao , Jun Liu , Junfeng Zhang , Dinggang Shen


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A Survey on Deep Learning for Neuroimaging-based Brain Disorder Analysis



Li Zhang , Mingliang Wang , Mingxia Liu , Daoqiang Zhang

* 30 pages, 7 figures 

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Nyström Subspace Learning for Large-scale SVMs



Weida Li , Mingxia Liu , Daoqiang Zhang


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NLH: A Blind Pixel-level Non-local Method for Real-world Image Denoising



Yingkun Hou , Jun Xu , Mingxia Liu , Guanghai Liu , Li Liu , Fan Zhu , Ling Shao

* 11 pages, 4 figures, 7 tables 

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