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Lei Li 李磊
College of Computer and Cyber Security, Hebei Normal University
Email: lilei [at] hebtu.edu.cn
Hello! My name is Lei Li, and I am currently a lecturer at the College of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, China.
Education
Ph.D 2020~2024
Research interest
Computer Vision, Medical Image Analysis
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Publications
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Enhancing semi-supervised medical image segmentation with boundary awareness and competitive contrastive learning Zhikang Lin, Zhenteng Li, Jiawei Su, Lei Li, Sheng Lian. Biomedical Signal Processing and Control (BSPC) 2025 |
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VCLIPSeg: Voxel-Wise CLIP-Enhanced Model for Semi-supervised Medical Image Segmentation Lei Li, Sheng Lian, Zhiming Luo, Beizhan Wang, Shaozi Li. Medical Image Computing and Computer Assisted Interventions (MICCAI) 2024 (early accept) Codes |
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Learning multi-organ segmentation via partial- and mutual-prior from single-organ datasets Lei Li, Sheng Lian, Zhiming Luo, Beizhan Wang, Shaozi Li. Biomedical Signal Processing and Control (BSPC) 2024 Codes |
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Learning multi‐organ and tumor segmentation from partially labeled datasets by a conditional dynamic attention network Lei Li, Sheng Lian, Dazhen Lin, Zhiming Luo, Beizhan Wang, Shaozi Li. Concurrency and Computation: Practice and Experience (CCPE) 2024 |
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Learning multi-organ segmentation via partial- and mutual-prior from single-organ datasets Sheng Lian*, Lei Li, Zhiming Luo, Zhun Zhong, Beizhan Wang, Shaozi Li. Biomedical Signal Processing and Control (BSPC) 2023 |
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Symmetrical supervision with transformer for few-shot medical image segmentation Yao Niu, Zhiming Luo, Sheng Lian, Lei Li, Shaozi Li, Haixin Song. IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2022 |
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CMRI Segmentation Domain Generalization by Random Style Transfer Haixin Song, Lei Li, Zhiming Luo, Sheng Lian, Shaozi Li. International Conference on Information Technology in Medicine and Education (ITME) 2022 |
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Learning Consistency- and Discrepancy-Context for 2D Organ Segmentation Lei Li*, Sheng Lian*, Zhiming Luo, Beizhan Wang, Shaozi Li, Shuo Li. Medical Image Computing and Computer Assisted Interventions (MICCAI) 2021 (early accept) |
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A global and local enhanced residual u-net for accurate retinal vessel segmentation Sheng Lian, Lei Li, Guiren Lian, Xiao Xiao, Zhiming Luo, Shaozi Li. IEEE/ACM transactions on computational biology and bioinformatics (TCBB) 2021 |
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A weakly supervised tooth‐mark and crack detection method in tongue image Hui Weng, Lei Li, Huangwei Lei, Zhiming Luo, Candong Li, Shaozi Li. Concurrency and Computation: Practice and Experience (CCPE) 2021 |
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An iterative transfer learning framework for cross‐domain tongue segmentation Lei Li, Zhiming Luo, Mengting Zhang, Yuanzheng Cai, Candong Li, Shaozi Li. Concurrency and Computation: Practice and Experience (CCPE) 2020 |
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SERU: A cascaded SE‐ResNeXT U‐Net for kidney and tumor segmentation Xiuzhen Xie, Lei Li, Sheng Lian, Shaohao Chen, Zhiming Luo. Concurrency and Computation: Practice and Experience (CCPE) 2020 |
Professional Services
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Invited Reviewer for IEEE Journal of Biomedical and Health Informatics Invited Reviewer for Biomedical signal processing and control |
Some Useful Links
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CS Journal/Conference Ranking List by China Computer Federation Recent arxiv papers on CS.CV by arxiv Linggle - Language Reference Search Engines by Linggle Science topics by ScienceDirect Recent Medical Image Analysis Articles by MedIA journal Recent IEEE TMI Articles by IEEE TMI journal Dive into Deep Learning by Amazon Tips for Writing Technical Papers by Jennifer Widom Pattern Recognition and Machine Learning by Chris Bishop A Course in Machine Learning by Hal Daume III Top 10 Tips to catch the deadline with your tutor by Yiran Chen readpaper & 论文十问 by readpaper.com 献给CV入门者 by 中科院吴怀宇 |
Friends
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厦门大学-智能多媒体实验室 Zhiming Luo Sheng Lian Zhun Zhong Guodong Du Fengxiang Yang |