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Parallel Network with Channel Attention and Post-Processing for Carotid Arteries Vulnerable Plaque Segmentation in Ultrasound Images



Yanchao Yuan , Cancheng Li , Lu Xu , Ke Zhang , Yang Hua , Jicong Zhang

* 16 pages,6 figures 

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Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation



Yichi Zhang , Qingcheng Liao , Rushi Jiao , Jicong Zhang


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Parameter Decoupling Strategy for Semi-supervised 3D Left Atrium Segmentation



Xuanting Hao , Shengbo Gao , Lijie Sheng , Jicong Zhang

* ICMV2021 camera ready 

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Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation



Yichi Zhang , Jicong Zhang


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Exploiting Shared Knowledge from Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection Segmentation



Yichi Zhang , Qingcheng Liao , Lin Yuan , He Zhu , Jiezhen Xing , Jicong Zhang


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Exploring Efficient Volumetric Medical Image Segmentation Using 2.5D Method: An Empirical Study



Yichi Zhang , Qingcheng Liao , Jicong Zhang


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