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Minfeng Xu
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Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Segmentation


Feb 27, 2023
Yankai Jiang, Mingze Sun, Heng Guo, Ke Yan, Le Lu, Minfeng Xu

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Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans


Feb 04, 2023
Zhanghexuan Ji, Dazhou Guo, Puyang Wang, Ke Yan, Le Lu, Minfeng Xu, Jingren Zhou, Qifeng Wang, Jia Ge, Mingchen Gao, Xianghua Ye, Dakai Jin

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Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans


Jan 28, 2023
Jieneng Chen, Yingda Xia, Jiawen Yao, Ke Yan, Jianpeng Zhang, Le Lu, Fakai Wang, Bo Zhou, Mingyan Qiu, Qihang Yu, Mingze Yuan, Wei Fang, Yuxing Tang, Minfeng Xu, Jian Zhou, Yuqian Zhao, Qifeng Wang, Xianghua Ye, Xiaoli Yin, Yu Shi, Xin Chen, Jingren Zhou, Alan Yuille, Zaiyi Liu, Ling Zhang

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Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query Embedding


Dec 05, 2022
Heng Guo, Jianfeng Zhang, Ke Yan, Le Lu, Minfeng Xu

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* 13 pages, 12 figures 
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A New Probabilistic V-Net Model with Hierarchical Spatial Feature Transform for Efficient Abdominal Multi-Organ Segmentation


Aug 02, 2022
Minfeng Xu, Heng Guo, Jianfeng Zhang, Ke Yan, Le Lu

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* 12 pages, 6 figures 
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Enforcing Mutual Consistency of Hard Regions for Semi-supervised Medical Image Segmentation


Sep 21, 2021
Yicheng Wu, Zongyuan Ge, Donghao Zhang, Minfeng Xu, Lei Zhang, Yong Xia, Jianfei Cai

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Semi-supervised Left Atrium Segmentation with Mutual Consistency Training


Mar 04, 2021
Yicheng Wu, Minfeng Xu, Zongyuan Ge, Jianfei Cai, Lei Zhang

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