胡战利，研究员、博导、国家万人计划领军人才、国家优青、国家重点研发计划首席科学家、国自然数学天元重点专项负责人、广东省青年拔尖人才、深圳市杰青
研究领域：医学PET/MR和PET/CT成像、人工智能医学影像、PET科学仪器研发、图像重建、物理校正、图像处理、影像组学、脑网络、代谢网络
电子邮件： zl.hu@siat.ac.cn
通信地址： 深圳市南山区西丽学苑大道1068号 中科院深圳先进技术研究院
个人简介
胡战利，医学成像科学与技术系统全国重点实验室数理学部副主任、中国科学院与香港地区联合实验室副主任、中国科学院深圳先进技术研究院·医学人工智能研究中心副主任，研究员、博士生导师、国家“万人计划”科技创新领军人才（2025）、国自然优秀青年基金获得者（2020）、国自然数学天元重点专项获得者（2023）、国家重点研发计划首席科学家（2023），研究领域为医学PET/CT和PET/MR成像、人工智能医学影像。团队注重医学影像上下游生态协作，已与高端医疗器械龙头企业和全国数十家三甲医院开展深入科研合作，面向解决医疗产业和医学临床中的实际问题。
多年来一直致力于高端医疗装备核心技术的自主研发，突破了现有PET成像装备在分辨率、扫描时间和科学仪器等方面的技术瓶颈，实现了在快速高分辨PET成像理论和高端PET科学仪器研发方面的前沿科学突破，打破了国外技术壁垒，并将研发的医学成像技术应用在国产高端医疗设备中，带动了我国高端医疗装备和科学仪器的自主研发。
从2008年4月至今，胡战利研究员一直在中国科学院深圳先进技术研究院工作。其中，2014年获得博士学位（导师郑海荣院士），2016年和2020年分别晋升为副研究员和研究员。入选斯坦福大学发布的全球前2%顶尖科学家榜单，以第一完成人荣获广东省科技奖技术发明奖、吴文俊人工智能自然科学奖、黄家驷生物医学工程奖、中国图象图形学学会技术发明奖、中国产学研合作创新奖、日内瓦国际发明展金奖、中国体视学学会青年科技奖。
先后主持了国自然优秀青年基金（优秀结题）、数学天元重点专项、面上项目2项；国家重点研发计划重大科学仪器设备研发重点专项（首席科学家）、国家重点研发计划战略性科技创新合作重点专项（内地与澳门联合资助）；广东省卓越青年团队项目、区域联合基金重点项目、国际合作项目；深圳市杰青项目、科技重大专项、重点项目、国际合作项目；深圳医科院原创探索项目、企业横向项目多项，项目经费累计7000余万元。以通讯/第一作者在IEEE TMI/JBHI/TBME/TCI/TRPMS, Medical Image Analysis, EJNMMI, European Radiology等本领域权威期刊发表SCI论文100余篇；以第一发明人授权国家发明专利30余项、美国专利5项。研究成果以发明专利和软件著作权先后转让到企业，相关技术转化到了高端医疗器械龙头企业，产生了良好的经济和社会效益。
个人主页：https://people.ucas.edu.cn/~huzhanli
谷歌学术：https://scholar.google.com/citations?hl=zh-CN&user=Zlypmh8AAAAJ&view_op=list_works&sortby=pubdate
获奖荣誉（第一完成人）
2025年，国家“万人计划”科技创新领军人才
2025年，广东省科技奖技术发明奖
2025年，吴文俊人工智能自然科学奖
2025年，黄家驷生物医学工程奖
2024年，入选斯坦福大学发布的“全球前2%顶尖科学家”榜单
2024年，第49届日内瓦国际发明展金奖
2023年，中国产学研合作创新奖（个人）
2023年，中国图象图形学学会技术发明奖
2022年，中国体视学学会青年科学技术奖
2020年，国家自然科学基金优秀青年基金（优秀结题）
2020年，深圳市杰出青年基金
2018年，广东省特支计划科技创新青年拔尖人才
2018年，深圳市孔雀计划海外高层次人才
2018年，深圳市高层次专业人才
招生信息
人工智能医学影像、医学成像技术（PET/CT和PET/MR）、PET科学仪器研发、图像重建、物理校正、图像处理、影像组学、脑网络、代谢网络
招生专业
招生方向
教育与工作经历
2020/12-至今，中国科学院深圳先进技术研究院，研究员
2016/12-2020/12，中国科学院深圳先进技术研究院，副研究员
2015/11-2016/11，美国加州大学（戴维斯），访问学者（合作导师：Jinyi Qi）
2011/10-2016/12，中国科学院深圳先进技术研究院，助理研究员
2010/09-2014/01，中国科学院深圳先进技术研究院，计算机应用技术，博士（导师：郑海荣 院士）
2010/10-2011/10，中国科学院深圳先进技术研究院，工程师
2008/04-2010/10，中国科学院深圳先进技术研究院，研究助理
2005/09-2008/03，哈尔滨工程大学，生物医学工程，硕士（导师：李金）
主持的部分代表性科研项目
- 国家重点研发计划（重大科学仪器设备研发重点专项），2024/01-2026/12，1800万，主持（首席科学家）
- 国家重点研发计划（战略性科技创新合作重点专项），2025/01-2027/12，200万，主持
- 国家自然科学基金（优秀青年基金），2021/01-2023/12，120万，主持，优秀结题
- 国家自然科学基金（数学天元重点专项），2024/01-2026/12，100万，主持
- 中国科学院科研仪器研制项目，2026/04-2029/03，893万，主持
- 广东省自然科学基金（卓越青年团队项目），2024/01-2027/12，300万，主持
- 广东省区域联合基金（重点项目），2023/11-2026/10，100万，主持
- 深圳科技重大专项，2025/01-2027/12，500万，主持
发表的部分代表性论文（通讯作者）
1. Haizhou Liu#, Xueling Qin#, Zhou Liu#, Yuxi Jin, Heng Jiang, Yunlong Gao, Jidong Han, Yijia Zheng, Heng Sun, Lingtao Mao, François Hild, Hairong Zheng, Dong Liang, Na Zhang, Jiuping Liang*, Dehong Luo*, Zhanli Hu*, “Unlocking 2D/3D+T myocardial mechanics from cine MRI: a mechanically regularized space-time finite element correlation framework”, Medical Image Analysis, 109: 103944, 2026.
2. Hang Wang#, Xingyu Xie#, Entao Liu#, Yunlong Gao, Xiaorui Wu, Shan Cong, Jidong Han, Na Zhang, Hairong Zheng, Dong Liang, Xiaohui Yao*, Lei Jiang*, Zhanli Hu*, “TNM-accountable whole-body 3D FDG PET/CT report drafting in lung cancer cohorts via structured impressions and organ-wise exemplar synthesis”, Research, Accepted, 2026.
3. Qianhao Chen, Hanzhong Wang, Yi An, Meiyuan Wen, Biao Li, Hairong Zheng, Dong Liang, Zhanli Hu*, “Latent diffusion model with estimation posterior sampling: a unified framework for general medical image restoration”, IEEE Journal of Biomedical and Health Informatics, Accepted, 2026.
4. Qianhao Chen#, Lianghua Li#, Hairong Zheng, Dong Liang, Jianjun Liu*, Zhanli Hu*, “Organ-aware cross-modality registration enables attenuation correction without repeated CT in multi-scan total-body PET/CT Imaging”, IEEE Journal of Biomedical and Health Informatics, Accepted, 2026.
5. Lin Yang#, Dan Shao#, Chuanli Cheng, Chao Zou, Zhenxing Huang, Hairong Zheng, Dong Liang, Zhi-Feng Pang*, Xue-Cheng Tai*, Zhanli Hu*, “An automatic 3D PET tumor segmentation framework assisted by geodesic sequences”, IEEE Journal of Biomedical and Health Informatics, 30(1): 388-401, 2026.
6. Zilong Guan#, Xuetong Tao#, Jiaxiang Qu, Haiyan Wang, Qian Sun, Yong Xiao, Zhan Li, Ning Ma, Xiaohua Lin, Guanghua Wen, Hairong Zheng, Dong Liang, Na Zhang, Mengjie Dong*, Zhanli Hu*, “A network analysis of whole-body [18F]FDG PET/CT reveals glycaemia-associated reorganization of systemic metabolic coordination”, European Journal of Nuclear Medicine and Molecular Imaging, Accepted, 2026.
7. Xuetong Tao, Zilong Guan, Jiaxiang Qu, Qian Sun, Yong Xiao, Zhan Li, Ning Ma, Xiaohua Lin, Guanghua Wen, Hairong Zheng, Dong Liang, Na Zhang, Mengjie Dong*, Zhanli Hu*, “Mapping systemic inter-organ metabolic networks across glycemic continuum using whole-body [18F]FDG PET/CT and machine learning”, European Journal of Nuclear Medicine and Molecular Imaging, 53(3): 2143-2157, 2026.
8. Wanwan Guo#, Hongda Shao#, Yan Zhang, Lin Liu, Hairong Zheng, Dong Liang, Jianjun Liu*, Lingyan Zhang*, Zhanli Hu*, “Association of functional brain alterations with β-amyloid, tau, and cognitive decline in Alzheimer’s disease”, Alzheimer's Research & Therapy, 18: 74, 2026.
9. Jidong Han, Meiyong Huang, Yu Liu, Yunlong Gao, Lingxin Chen, Xinlan Yang, Jianjun Liu, Dong Liang, Ruohua Chen*, Zhanli Hu*, “Dynamic 68Ga-PSMA Total-body PET dual parametric imaging based on w-net and an improved diffusion model”, IEEE Transactions on Radiation and Plasma Medical Sciences, 10(3): 391-400, 2026.
10. Meiyuan Wen#, Yaping Wu#, Zhenxing Huang#, Xiangjian He, Fiseha B. Tesema, Zixiang Chen, Yunlong Gao, Wenbo Li, Xinlan Yang, Yongfeng Yang, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*, “Diffusion-based model for parametric Ki generation from total-body dynamic PET of short-duration scan”, IEEE Transactions on Radiation and Plasma Medical Sciences, 10(1): 16-25, 2026.
11. Lingxin Chen, Yaping Wu, Zixiang Chen, Zhaoping Cheng, Yanhua Duan, Haiyan Wang, Jidong Han, Dong Liang, Hairong Zheng, Meiyun Wang, Zhanli Hu*, “A novel population-based input function integral estimation method for Ki parametric imaging with shortened dynamic 18F-FDG PET scans”, Medical Physics, 53(1): e70270, 2026.
12. Xingyu Xie#, Wenjie Zhao#, Mu Nan, Zheng Zhang, Yaping Wu, Hairong Zheng, Dong Liang, Meiyun Wang, Zhanli Hu*, “Prompt-agent-driven integration of foundation model priors for low-count PET reconstruction”, IEEE Transactions on Medical Imaging, 44(10): 4073-4086, 2025.
13. Yunlong Gao#, Zhenxing Huang#, Xingyu Xie#, Wenjie Zhao, Qianyi Yang, Xinlan Yang, Yongfeng Yang, Hairong Zheng, Dong Liang, Jianjun Liu, Ruohua Chen*, Zhanli Hu*, “Multistage diffusion model with phase error correction for fast PET imaging”, IEEE Journal of Biomedical and Health Informatics, 29(10): 7373-7386, 2025.
14. Haizhou Liu#, Yijia Zheng#, Zhou Liu#, Yuxi Jin, Zhihua Li, Jidong Han, Ziang Di, Hairong Zheng, Dong Liang, Yin Wu*, Dehong Luo*, Zhanli Hu*, “FE-DIC-Based motion and intensity correction for enhanced CEST-MRI registration”, IEEE Journal of Biomedical and Health Informatics, 29(10): 7285-7298, 2025.
15. Hongyan Tang#, Zhenxing Huang#, Wenbo Li#, Yaping Wu, Jianmin Yuan, Yang Yang, Yan Zhang, Jin Qin, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*, “Automatic brain segmentation for PET/MR dual-modal images through a cross-fusion mechanism”, IEEE Journal of Biomedical and Health Informatics, 29(3): 1982-1994, 2025 (封面).
16. Xuetong Tao, Haiyan Wang, Jiaxiang Qu, Zixiang Chen, Yaping Wu, Ruohua Chen, Jianjun Liu, Na Zhang, Hairong Zheng, Dong Liang, Meiyun Wang, Zhanli Hu*, “Exploring the metabolic landscape of lung adenocarcinoma and squamous cell carcinoma: a total-body [18F]FDG PET/CT approach”, European Journal of Nuclear Medicine and Molecular Imaging, 53(1): 142-157, 2025.
17. Yunlong Gao#, Zhenxing Huang#, Yaping Wu, Wenbo Li, Meiyuan Wen, Wenjie Zhao, Qianyi Yang, Chuanli Cheng, Xinlan Yang, Yongfeng Yang, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*, “Dual-prompt-enhanced multiorgan segmentation model for total-body PET images”, IEEE Transactions on Radiation and Plasma Medical Sciences, 9(8): 1062-1073, 2025.
18. Fanting Luo#, Hongyan Tang#, Wenbo Li#, Haiyan Wang, Ruohua Chen, Jianjun Liu, Chao Zhou, Xu Zhang, Wei Fan, Yumo Zhao, Yongfeng Yang, Hairong Zheng, Dong Liang, Shengping Liu*, Zhenxing Huang*, Zhanli Hu*, “Weight-adaptive network with CT enhancement for short-duration PET imaging utilizing the uEXPLORER total-body system”, IEEE Transactions on Radiation and Plasma Medical Sciences, 9(6): 800-814, 2025.
19. Qianyi Yang#, Demin Xu#, Zhenxing Huang, Wenbo Li, Guanxun Cheng, Tianye Niu, Hairong Zheng, Dong Liang, Fei Feng*, Zhanli Hu*, “Segmentation-based X-ray multi-objective quality assessment network”, IEEE Transactions on Radiation and Plasma Medical Sciences, 9(2): 202-214, 2025.
20. Wenbo Li#, Zhenxing Huang#, Qiyang Zhang#, Na Zhang, Wenjie Zhao, Yaping Wu, Jianmin Yuan, Yang Yang, Yan Zhang, Yongfeng Yang, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*, “Accurate whole-brain segmentation for bimodal PET/MR images via a cross-attention mechanism”, IEEE Transactions on Radiation and Plasma Medical Sciences, 9(1): 47-56, 2025.
21. Haiyan Wang, Zilong Guan, Jiaxiang Qu, Xuetong Tao, Yaping Wu, Ziwei Liu, Zixiang Chen, Fanting Luo, Na Zhang, Yanhua Duan, Zhaoping Cheng, Dong Liang, Hairong Zheng, Meiyun Wang*, Greta S. P. Mok*, Zhanli Hu*, “Metabolic network analysis of lung adenocarcinoma and squamous cell carcinoma via static and dynamic total-body PET/CT imaging”, Medical Physics, 52(12): e70147, 2025.
22. Huizhong Zheng#, Dan Shao#, Zhenxing Huang, Yongfeng Yang, Hairong Zheng, Dong Liang, Yuan Yao, Xiangjian He*, Zhanli Hu*, “Automatic dual-modality breast tumor segmentation in PET/CT images using CT-Guided Transformer”, Medical Physics, 52(11): e70136, 2025.
23. Yuxi Jin#, Gengjia Lin#, Qian Yang#, Zixiang Chen, Haizhou Liu, Baijie Wang, Na Zhang, Hairong Zheng, Dong Liang, Dehong Luo, Zhou Liu*, Peng Cao*, Zhanli Hu*, “Pixel-level transformer GAN for enhanced parametric mapping of DCE MRI analysis”, Medical Physics, 52(9): e18092, 2025.
24. Hongyan Tang#, Wenbo Li#, Zhenxing Huang#, Yaping Wu, Jianmin Yuan, Yang Yang, Yan Zhang, Yongfeng Yang, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*, “Structural semantic-guided MR synthesis from PET images via a dual cross-attention mechanism”, Medical Physics, 52(7): e17957, 2025.
25. Gengjia Lin#, Yuxi Jin#, Zhenxing Huang, Zixiang Chen, Haizhou Liu, Chao Zhou, Xu Zhang, Wei Fan, Na Zhang, Dong Liang, Peng Cao*, Zhanli Hu*, “Multimodal feature-guided diffusion model for low-count PET image denoising”, Medical Physics, 52(6): 4403-4415, 2025.
26. Jingxuan Ruan#, Yaping Wu#, Haiyan Wang, Zhenxing Huang, Ziwei Liu, Xinlan Yang, Yongfeng Yang, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*, “Graph theory analysis of a human body metabolic network: a systematic and organ-specific study”, Medical Physics, 52(4): 2340-2355, 2025.
27. Yunlong Gao#, Zixiang Chen#, Wenjie Zhao#, Yongfeng Yang, Hairong Zheng, Dong Liang, Jianjun Liu, Ruohua Chen*, Zhanli Hu*, “Reconstruction of total-body multi parametric images with shortened-duration dynamic [68Ga]Ga-PSMA-11 and [68Ga]Ga-FAPI-04 PET scans”, Physics in Medicine and Biology, 70(17): 175019, 2025.
28. Heng Jiang, Qiyang Zhang, Yingying Hu, Yuxi Jin, Haizhou Liu, Zixiang Chen, Yumo Zhao, Wei Fan, Hairong Zheng, Dong Liang, Zhanli Hu*, “Memory-enhanced and multi-domain learning-based deep unrolling network for medical image reconstruction”, Physics in Medicine and Biology, 70(17): 175008, 2025.
29. Zhichao Song#, Jianping Zhang#, Zixiang Chen, Zhenxing Huang, Wenbo Li, Xi Fang, Catherine C. Liu, Yunlong Gao, Yihan Wang, Yongfeng Yang, Hairong Zheng, Dong Liang, Shaoli Song*, Zhanli Hu*, “Texture features-guided image reconstruction kernel method for 18F-FDG delayed PET imaging”, Physics in Medicine and Biology, 70(14): 145028, 2025.
30. Liwen Fu#, Zixiang Chen#, Yanhua Duan, Zhaoping Cheng, Lingxin Chen, Yongfeng Yang, Hairong Zheng, Dong Liang, Zhi-feng Pang*, Zhanli Hu*, “High-temporal-resolution dynamic PET imaging based on a kinetic-induced voxel filter”, Physics in Medicine and Biology, 70(4): 045024, 2025.
31. Minghan Fu#, Na Zhang#, Zhenxing Huang, Chao Zhou, Xu Zhang, Jianmin Yuan, Qiang He, Yongfeng Yang, Hairong Zheng, Dong Liang, Fang-Xiang Wu, Wei Fan, Zhanli Hu*, “OIF-Net: an optical flow registration-based PET/MR cross-modal interactive fusion network for low-count brain PET image denoising”, IEEE Transactions on Medical Imaging, 43(4): 1554-1567, 2024.
32. Qiyang Zhang, Yingying Hu, Yumo Zhao, Jing Cheng, Wei Fan, Debin Hu, Fuxiao Shi, Shuangliang Cao, Yun Zhou, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang*, Zhanli Hu*, “Deep generalized learning model for PET image reconstruction”, IEEE Transactions on Medical Imaging, 43(1): 122-134, 2024.
33. Wenbo Li#, Zhenxing Huang#, Zixiang Chen, Yongluo Jiang, Chao Zhou, Xu Zhang, Wei Fan, Yumo Zhao, Lulu Zhang, Liwen Wan, Yongfeng Yang, Hairong Zheng, Dong Liang, Zhanli Hu*, “Learning CT‑free attenuation‑corrected total‑body PET images through deep learning”, European Radiology, 34(9): 5578-5587, 2024.
34. Zhenxing Huang#, Wenbo Li#, Yaping Wu#, Lin Yang, Yun Dong, Yongfeng Yang, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*, “Accurate whole-brain image enhancement for low-dose integrated PET/MR imaging through spatial brain transformation”, IEEE Journal of Biomedical and Health Informatics, 28(9): 5280-5289, 2024 (封面).
35. Wenjie Zhao#, Zhenxing Huang#, Si Tang#, Wenbo Li, Yunlong Gao, Yingying Hu, Wei Fan, Chuanli Cheng, Yongfeng Yang, Hairong Zheng, Dong Liang, Zhanli Hu*, “MMCA-NET: A multimodal cross attention transformer network for nasopharyngeal carcinoma tumor segmentation based on a total-body PET/CT system”, IEEE Journal of Biomedical and Health Informatics, 28(9): 5447-5458, 2024.
36. Zixiang Chen, Yuxi Jin, Zhenxing Huang, Na Zhang, Kaiyi Liang, Guotao Quan, Dong Liang, Hairong Zheng, Zhanli Hu*, “Building a kinetic induced voxel-clustering filter (KVCF) for low-dose perfusion CT Imaging”, IEEE Transactions on Radiation and Plasma Medical Sciences, 8(7): 762-773, 2024.
37. Jiamin Liu#, Ning Ren#, Tianyi Zeng, Zhonghua Kuang, Qiyang Zhang, Xiaohui Wang, Zheng Liu, Hairong Zheng, Dong Liang, Yongfeng Yang*, Zhanli Hu*, “The software system of a dedicated brain PET scanner using dual-ended readout detectors with high DOI resolution”, IEEE Transactions on Radiation and Plasma Medical Sciences, 8(6): 655-663, 2024.
38. Zhihua Li#, Yuxi Jin#, Qingneng Li#, Zhenxing Huang, Zixiang Chen, Chao Zhou, Na Zhang, Xu Zhang, Wei Fan, Jianmin Yuan, Qiang He, Weiguang Zhang, Dong Liang*, Zhanli Hu*, “Medical multimodal image transformation with modality code awareness”, IEEE Transactions on Radiation and Plasma Medical Sciences, 8(5): 511-520, 2024.
39. Lin Yang#, Dan Shao#, Zhenxing Huang, Mengxiao Geng, Na Zhang, Long Chen, Xi Wang, Dong Liang, Zhi-Feng Pang*, Zhanli Hu*, “Few-shot segmentation framework for lung nodules via an optimized active contour model”, Medical Physics, 51(4): 2788-2805, 2024.
40. Huizhong Zheng#, Xinfeng Liu#, Zhenxing Huang, Yan Ren, Bin Fu, Tianliang Shi, Lu Liu, Qiping Guo, Chong Tian, Dong Liang, Rongpin Wang*, Jie Chen*, Zhanli Hu*, “Deep learning for intracranial aneurysm segmentation using CT angiography”, Physics in Medicine and Biology, 69(15): 155024, 2024.
41. Lin Yang#, Yuanyuan Lei#, Zhenxing Huang, Mengxiao Geng, Zhou Liu, Baijie Wang, Dehong Luo, Wenting Huang, Dong Liang, Zhifeng Pang*, Zhanli Hu*, “An interactive nuclei segmentation framework with voronoi diagrams and a weighted convex difference model for cervical cancer pathology images”, Physics in Medicine and Biology, 69(2): 025021, 2024.