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、国自然优秀青年基金获得者（2020）、国家重点研发计划首席科学家（2023）、国自然数学天元重点专项负责人（2023）、国家重点研发计划战略性科技创新合作重点专项负责人（2024），研究领域为医学PET/MR与PET/CT成像、人工智能医学影像。

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装备在分辨率、扫描时间和科研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科研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研仪器的自主研发。

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（2024），以第一完成人荣获吴文俊人工智能自然科学奖（2024）、中国图象图形学学会技术发明奖（2023）、中国产学研合作创新奖（2023）、中国体视学学会青年科技奖（2022）。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，项目经费总额累积5000余万元。以通讯/第一作者在IEEE TMI/JBHI/TBME/TCI/TRPMS, EJNMMI, European Radiology, EJR, Medical Physics, PMB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40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，落地到了国产PET产品中。

 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

2024年，吴文俊人工智能自然科学奖二等奖，第一完成人

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，第一完成人

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二等奖，第一完成人

2022年，中国体视学学会青年科学技术奖

2022年，第二届率先杯未来技术创新大赛决赛优胜奖，第一完成人

2020年，国家自然科学基金优秀青年基金

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

人工智能医学影像、医学成像技术（PET/MR、PET/CT）、PET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

081104-模式识别与智能系统
085400-电子信息
083100-生物医学工程

医学图像重建
临床图像人工智能分析
深度学习

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）

1. 国家重点研发计划（重大科学仪器设备研发重点专项），正电子发射计算机断层成像与磁共振双模态成像分析仪，2024/01-2026/12，1800万，主持（首席科学家）

2. 国家重点研发计划（战略性科技创新合作重点专项），用于阿尔茨海默病的多模态PET/MR成像技术研发，2025/01-2027/12，200万，主持

3. 国家自然科学基金（优秀青年基金），低剂量医学成像方法，2021/01-2023/12，120万，主持，优秀结题

4. 国家自然科学基金（数学天元重点专项），基于核医学影像分析/判读的智能诊疗一体化基础模型与系统，2024/01-2025/12，100万，主持

5. 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

6. 广东省区域联合基金（重点项目），2023/11-2026/10，100万，主持

7. 深圳市专项资金，移动式高分辨静态CT系统研发，2023/12-2025/12，200万，主持

8. 深圳科技重大专项，高分辨率PET成像模块系统关键技术研发，2025/01-2027/12，500万，主持

1.     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, Accepted, 2025.

2.     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, Accepted, 2025.

3.     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, Accepted, 2025.

4.     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.

5.     Hongmei Tang^#, Yang Wu^#, Zhaoting Cheng^#, Shuang Song, Qingjian Dong, Yu Zhou, Zhiping Shu, Zhanli Hu*, Xiaohua Zhu*, “Assessment of image-derived input functions from small vessels for patlak parametric imaging using total-body PET/CT”, European Journal of Nuclear Medicine and Molecular Imaging, Accepted, 2025.

6.     Jingxuan Ruan^#, Yaping Wu^#, Haiyan Wang, Zhenxing Huang, Ziwei Liu, Xinlang 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, Accepted, 2025.

7.     Qiyang Zhang, Zhenxing Huang, Yuxi Jin, Wenbo Li, Hairong Zheng, Dong Liang, Zhanli Hu*, “Total body PET/CT: A role of artificial intelligence?”, Seminars in Nuclear Medicine, 55(1): 124-136, 2025.

8.     Wenbo Li^#, Zhenxing Huang^#, Hongyan Tang^#, Yaping Wu, Yunlong Gao, Jing Qin, Jianmin Yuan, Yang Yang, Yan Zhang, Na Zhang, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*, “A generative whole-brain segmentation model for positron emission tomography images”, EJNMMI Physics, Accepted, 2025.

9.     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.

10.  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.

11.  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.

12.  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).

13.  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.

14.  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.

15.  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.

16.  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.

17.  Haiyan Wang, Han Jiang, Gefei Chen, Yu Du, Zhonglin Lu, Zhanli Hu*, Greta S. P. Mok*, “Deep-learning-based cross-modality striatum segmentation for dopamine transporter SPECT in Parkinson’s disease”, IEEE Transactions on Radiation and Plasma Medical Sciences, 8(7): 752-761, 2024.

18.  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.

19.  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.

20.  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.

21.  Qiyang Zhang, Chao Zhou, Xu Zhang, Wei Fan, Hairong Zheng, Dong Liang, Zhanli Hu*, “Realization of high-end PET devices that assist conventional PET devices in improving image quality via diffusion modeling”, EJNMMI Physics, 11: 103, 2024.

22.  Qianyi Yang^#, Wenbo Li^#, Zhenxing Huang, Zixiang Chen, Wenjie Zhao, Yunlong Gao, Xinlan Yang, Yongfeng Yang, Hairong Zheng, Dong Liang, Jianjun Liu, Ruohua Chen*, Zhanli Hu*, “Bidirectional dynamic frame prediction network for total-body [⁶⁸Ga]Ga-PSMA-11 and [⁶⁸Ga]Ga-FAPI-04 PET images”, EJNMMI Physics, 11: 92, 2024.

23.  Qiyang Zhang^#, Yingying Hu^#, Chao Zhou^#, Yumo Zhao, Na Zhang, Yun Zhou, Yongfeng Yang, Hairong Zheng, Wei Fan, Dong Liang, Zhanli Hu*, “Reducing pediatric total-body PET/CT imaging scan time with multimodal artificial intelligence technology”, EJNMMI Physics, 11: 1, 2024.

24.  Zhenxing Huang^#, Wenbo Li^#, Yaping Wu^#, Nannan Guo, Lin Yang, Na Zhang, Zhifeng Pang, Yongfeng Yang, Yun Zhou, Yue Shang, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*, “Short-axis PET image quality improvement based on a uEXPLORER total-body PET system through deep learning”, European Journal of Nuclear Medicine and Molecular Imaging, 51(1): 27-39, 2023.

25.  Ganglin Liang^#, Jinpeng Zhou^#, Zixiang Chen, Liwen Wan, Xieraili Wumener, Yarong Zhang, Dong Liang, Ying Liang*, Zhanli Hu*, “Combining deep learning with a kinetic model to predict dynamic PET images and generate parametric images”, EJNMMI Physics, 10: 67, 2023.

26.  Lin Liu^#, Xingyu Chen^#, Liwen Wan, Na Zhang, Ruibao Hu, Wenbo Li, Shengping Liu, Yan Zhu, Hua Pang, Dong Liang, Yue Chen*, Zhanli Hu*, “Feasibility of a deep learning algorithm to achieve the low-dose ⁶⁸Ga-FAPI/the fast-scan PET images: a multicenter study”, British Journal of Radiology, 96(1149): 20230038, 2023.

27.  Haiyan Wang^#, Yaping Wu^#, Zhenxing Huang, Zhicheng Li, Na Zhang, Fangfang Fu, Nan Meng, Haining Wang, Yun Zhou, Yongfeng Yang, Xin Liu, Dong Liang, Hairong Zheng, Greta S. P. Mok, Meiyun Wang*, Zhanli Hu*, “Deep learning-based dynamic PET parametric Ki image generation from lung static PET”, European Radiology, 33(4): 2676-2685, 2023.

28.  Minghan Fu^#, Meiyun Wang^#, Yaping Wu^#, Na Zhang, Yongfeng Yang, Haining Wang, Yun Zhou, Yue Shang, Fang-Xiang Wu, Hairong Zheng, Dong Liang, Zhanli Hu*, “A two-branch neural network for short-axis PET image quality enhancement”, IEEE Journal of Biomedical and Health Informatics, 27(6): 2864-2875, 2023 (封面).

29.  Minghan Fu^#, Yanhua Duan^#, Zhaoping Cheng^#, Wenjian Qin, Ying Wang, Dong Liang, Zhanli Hu*, “Total-body low-dose CT image denoising using a prior knowledge transfer technique with a contrastive regularization mechanism”, Medical Physics, 50(5): 2971-2984, 2023.

30.  Zixiang Chen^#, Zhaoping Cheng^#, Yanhua Duan^#, Qiyang Zhang, Na Zhang, Fengyun Gu, Ying Wang, Yun Zhou, Haining Wang, Dong Liang, Hairong Zheng, Zhanli Hu*, “Accurate total-body Ki parametric imaging with shortened dynamic ¹⁸F-FDG PET scan durations via effective data processing”, Medical Physics, 50(4): 2121-2134, 2023.

31.  Zhi-Feng Pang, Meng-Xiao Geng, Lan Zhang, Yanru Zhou, Tieyong Zeng, Liyun Zheng, Na Zhang, Dong Liang, Hairong Zheng, Yongming Dai, Zhenxing Huang*, Zhanli Hu*, “Adaptive weighted curvature-based active contour for ultrasonic and 3T/5T MR image segmentation”, Signal Processing, 205: 108881, 2023.

32.  Zixiang Chen^#, Yaping Wu^#, Na Zhang, Tao Sun, Yu Shen, Hairong Zheng, Dong Liang, Meiyun Wang, Zhanli Hu*, “High temporal resolution total-body dynamic PET imaging based on pixel-level time-activity curve correction”, IEEE Transactions on Biomedical Engineering, 69(12): 3689-3702, 2022.

33.  Zhenxing Huang, Zixiang Chen, Guotao Quan, Yanfeng Du, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu*, “Deep cascade residual networks (DCRNs): optimizing an encoder-decoder convolutional neural network for low-dose CT imaging”, IEEE Transactions on Radiation and Plasma Medical Sciences, 6(8): 829-840, 2022.

34.  Zhenxing Huang^#, Yaping Wu^#, Fangfang Fu, Nan Meng, Fengyun Gu, Qi Wu, Yun Zhou, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*, “Parametric image generation with the uEXPLORER total-body PET/CT system through deep learning”, European Journal of Nuclear Medicine and Molecular Imaging, 49(8): 2482-2492, 2022.

35.  Qingneng Li^#, Xiaohua Zhu^#, Sijuan Zou^#, Na Zhang, Xin Liu, Yongfeng Yang, Hairong Zheng, Dong Liang, Zhanli Hu*, “Eliminating CT radiation for clinical PET examination using deep learning”, European Journal of Radiology, 154: 110422, 2022.

36.  Lipei Zhang^#, Zizheng Xiao^#, Chao Zhou, Jianmin Yuan, Qiang He, Yongfeng Yang, Xin Liu, Dong Liang, Hairong Zheng, Wei Fan, Xu Zhang*, Zhanli Hu*, “Spatial adaptive and transformer fusion network (STFNet) for low-count PET blind denoising with MRI”, Medical Physics, 49(1): 343-356, 2022.

1.   胡战利、梁栋、黄振兴、杨永峰、刘新、郑海荣. 基于解剖结构差异先验的低剂量图像重建方法和系统. 发明专利，已获授权，专利号ZL 201911312709.4，授权日2023-04-25
2.   胡战利、梁栋、李永昌、郑海荣、杨永峰、刘新. 基于非衰减校正PET图像生成合成PET-CT图像的方法和系统. 发明专利，已获授权，专利号ZL 202010084751.1，授权日2023-04-25
3.   胡战利、梁栋、黄振兴、杨永峰、刘新、郑海荣. 基于多剂量等级的低剂量图像增强方法、系统及存储介质. 发明专利，已获授权，专利号ZL 202010132540.0，授权日2023-04-07
4.   胡战利、梁栋、李快、杨永峰、刘新、郑海荣. CT图像重建方法、装置、存储介质和计算机设备. 发明专利，已获授权，专利号ZL 201910369958.0，授权日2023-01-24
5.   胡战利、杨永峰、梁栋、刘新、郑海荣. 低剂量PET图像重建方法、装置、设备及存储介质. 发明专利，已获授权，专利号ZL 201810846916.7，授权日2022-12-23
6.   胡战利、梁栋、谷佩键、杨永峰、刘新、郑海荣. 字典训练及图像超分辨重建方法、系统、设备及存储介质. 发明专利，已获授权，专利号ZL 201811519177.7，授权日2022-09-27
7.   胡战利、杨永峰、张万红、梁栋、刘新、郑海荣. PET图像的重建方法、计算机存储介质、计算机设备. 发明专利，已获授权，专利号201811536162.1，授权日2022-09-20
8.   郑海荣、刘新、胡战利、张娜、梁栋、杨永峰. 用于斑块分割的模型训练方法、装置、设备及存储介质. 发明专利，已获授权，专利号ZL 201811100334.0，授权日2021-08-31
9.   胡战利、梁栋、李思玥、杨永峰、刘新、郑海荣. 电子计算机断层扫描前端设备、系统、方法及存储介质. 发明专利，已获授权，专利号ZL 201811268175.5，授权日2021-02-26
10. 郑海荣、刘新、胡战利、张娜、梁栋、杨永峰. 磁共振血管壁成像的斑块处理方法、装置和计算设备. 发明专利，已获授权，专利号ZL 201810818827.1，授权日2021-01-22