PAM: a propagation-based model for segmenting any 3D objects across multi-modal medical images.

Jiazheng Li 0011 Peking University Cancer Hospital & Institute, Beijing, China Jiazheng Li Jiazheng Li 0001 Tianjin Polytechnic University, Tianjin, China University of Illinois at Urbana-Champaign, Champaign, USA https://orcid.org/0009-0005-6301-2492 Jiazheng Li 0002 King's College London, UK University of Warwick, UK University College Dublin, Ireland https://orcid.org/0000-0002-9610-9232 Jiazheng Li 0003 Chinese Academy of Sciences, Institute of Computing Technology, Key Laboratory of Intelligent Information Processing, Beijing, China https://orcid.org/0009-0008-6451-4787 Jiazheng Li 0004 Shanghai University, Shanghai, China Jiazheng Li 0005 Hebei University of Science and Technology, School of Information Science and Engineering, Shijiazhuang, China https://orcid.org/0000-0002-3604-5652 https://www.wikidata.org/entity/Q130907395 Jiazheng Li 0006 Northeast Electric Power University, School of Electrical Engineering, Jilin, China https://orcid.org/0000-0002-8491-9836 Jiazheng Li 0007 Guangdong University Of Technology, China Jiazheng Li 0008 National Engineering Technology Research Center for Preservation of Agricultural Products (Tianjin), China Jiazheng Li 0009 Northwest A&F University, Department of Power and Electrical Engineering, Xianyang, China Jiazheng Li 0010 Fudan University, Academy for Engineering & Technology, Shanghai, China Jiazheng Li 0012 Brandeis University, Waltham, MA, USA https://orcid.org/0009-0000-0672-389X https://www.wikidata.org/entity/Q130947542 Jiazheng Li 0013 National Center for Applied Mathematics in Hunan, Xiangtan, China Xiangtan University, China https://orcid.org/0009-0005-2562-8595 Jiazheng Li 0014 Yanshan University, School of Information Science and Engineering, Qinhuangdao, China Jiazheng Li 0015 Beijing Institute of Technology, School of Computer Science, China Jiazheng Li 0016 University of Tsukuba, Graduate School of Science and Technology, Japan https://orcid.org/0009-0004-4674-8775

Zifan Chen Xinyu Nan Jiazheng Li 0011 Jie Zhao 0009 Haifeng Li Zilin Lin Haoshen Li Heyun Chen Yiting Liu Lei Tang Li Zhang 0047 Bin Dong 0001 PAM: a propagation-based model for segmenting any 3D objects across multi-modal medical images. 2025 8 npj Digit. Medicine 1 https://doi.org/10.1038/s41746-025-02087-y db/journals/npjdm/npjdm8.html#ChenNLZLLLCLTZD25 streams/journals/npjdm

Heyun Chen Zifan Chen Jie Zhao 0009 Haoshen Li Jiazheng Li 0011 Yiting Liu Mingze Yuan Peng Bao Xinyu Nan Bin Dong 0001 Lei Tang Li Zhang 0047 MSI-UNet: A Flexible UNet-Based Multi-Scale Interactive Framework for 3D Gastric Tumor Segmentation on CT Scans. 1-5 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635129 conf/isbi/2024 db/conf/isbi/isbi2024.html#ChenCZLLLYBNDTZ24 streams/conf/isbi

Zifan Chen Xinyu Nan Jiazheng Li 0011 Jie Zhao 0009 Haifeng Li Zilin Lin Haoshen Li Heyun Chen Yiting Liu Bin Dong 0001 Li Zhang 0047 Lei Tang PropSAM: A Propagation-Based Model for Segmenting Any 3D Objects in Multi-Modal Medical Images. 2024 abs/2408.13836 CoRR https://doi.org/10.48550/arXiv.2408.13836 db/journals/corr/corr2408.html#abs-2408-13836 streams/journals/corr

Zifan Chen Jiazheng Li 0011 Jie Zhao 0009 Yiting Liu Hongfeng Li Bin Dong 0001 Lei Tang Li Zhang 0047 propnet: Propagating 2D Annotation to 3D Segmentation for Gastric Tumors on CT Scans. 2023 abs/2305.17871 CoRR https://doi.org/10.48550/arXiv.2305.17871 db/journals/corr/corr2305.html#abs-2305-17871

Peng Bao Heyun Chen Zifan Chen Bin Dong 0001 Haifeng Li Haoshen Li Hongfeng Li Zilin Lin Yiting Liu Xinyu Nan Lei Tang Mingze Yuan Li Zhang 0047 Jie Zhao 0009