正研究员
胡战利
职  称: 研究员(国家级青年人才)
学  历: 博士
职  务:
邮  箱:zl.hu@siat.ac.cn
研究领域:CT/PET医学成像与仪器研发

教育经历

(1) 2010-09 至 2014-01, 中国科学院大学, 计算机应用技术, 博士

(2) 2005-09 至 2008-03, 哈尔滨工程大学, 生物医学工程, 硕士

(3) 2001-09 至 2005-07, 黑龙江工程学院, 电气工程及其自动化, 学士

博士后工作经历

(1) 2015-11 至 2016-11, 美国加州大学(戴维斯)

科研与学术工作经历

(1) 2020-12 至 今, 中国科学院深圳先进技术研究院, 劳特伯生物医学成像研究中心, 研究员

(2) 2016-12 至 2020-12, 中国科学院深圳先进技术研究院, 劳特伯生物医学成像研究中心, 副研究员

(3) 2011-10 至 2016-12, 中国科学院深圳先进技术研究院, 劳特伯生物医学成像研究中心, 助理研究员

(4) 2008-04 至 2011-10, 中国科学院深圳先进技术研究院, 劳特伯生物医学成像研究中心, 研究实习员

代表性项目

(1) 国家自然科学基金委员会, 优秀青年科学基金项目, 2021-01-01 至2023-12-31, 120万元, 在研, 主持

(2) 国家自然科学基金委员会, 面上项目, 2019-01-01 至 2022-12-31, 58万元, 资助期满, 主持

(3) 深圳市科技创新委员会, 深圳市优秀科技创新人才培养项目杰青项目, 2021-04 至 2026-04, 450万元, 在研, 主持

(4) 深圳市科技创新委员会, 深圳市基础研究-重点项目, 2023-01 至 2025-12, 150万元, 在研, 主持

(5) 广东省基础与基础应用研究基金委员会, 广东省自然科学基金-面上项目, 2019-10 至 2022-09, 10万元, 结题, 主持

(6) 广东省科学技术厅, 广东省国际合作项目, 2018-12至 2021-11, 50万元, 结题, 主持

(7) 深圳市科技创新委员会, 深圳市国际合作研究项目, 2019-09 至 2021-09, 50万元, 结题, 主持

(8) 广东省科学技术厅, “广东特支计划”项目, 2018-08至 2021-07, 50万元, 结题, 主持

代表性论著

(1) 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, 2023 (期刊论文)

(2) 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, 2023 (期刊论文)

(3) Chen, Zixiang; Wu, Yaping; Zhang, Na; Sun, Tao; Shen, Yu; Zheng, Hairong; Liang, Dong; Wang, Meiyun; Hu, Zhanli ; High temporal resolution total-body dynamic PET imaging based on pixel-level time-activity curve correction, IEEE Transactions on Biomedical Engineering, 2022 (期刊论文)

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

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

(6) Minghan Fu; Yanhua Duan; Zhaoping Cheng; Wenjian Qin; Ying Wang; Dong Liang; Zhanli Hu ; Total-Body low-dose CT image denoising using prior knowledge transfer technique with contrastive regularization mechanism, Medical Physics, 2023 (期刊论文)

(7) 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, 2022, 154: 110422-110422 (期刊论文)

(8) Wang, Haiyan; Huang, Zhenxing; Zhang, Qiyang; Gao, Dongfang; OuYang, Zhanglei; Liang, Dong; Liu, Xin; Yang, Yongfeng; Zheng, Hairong; Hu, Zhanli ; Technical note: A preliminary study of dual-tracer PET image reconstruction guided by FDG and/or MR kernels, Medical Physics, 2021, 48(9): 5259-5271 (期刊论文)

(9) Gao, Dongfang; Zhang, Xu; Zhou, Chao; Fan, Wei; Zeng, Tianyi; Yang, Qian; Yuan, Jianmin; He, Qiang; Liang, Dong; Liu, Xin; Yang, Yongfeng; Zheng, Hairong; Hu, Zhanli ; MRI-aided kernel PET image reconstruction method based on texture features, Physics in Medicine and Biology, 2021, 66(15): 0-15NT03 (期刊论文)

(10) Hu Zhanli; Xue Hengzhi; Qiyang Zhang; Yu Wang; Na Zhang; Sijuan Zou; Yueyang Teng; Xin Liu; Yang Yongfeng; Dong Liang; Xiaohua Zhu; Hairong Zheng ; DPIR-Net: Direct PET Image Reconstruction Based on the Wasserstein Generative Adversarial Network, IEEE transactions on radiation and plasma medical sciences, 2021, 5(1): 35-43 (期刊论文)

(11) Huang, Zhiyuan; Chen, Zixiang; Zhang, Qiyang; Quan, Guotao; Ji, Min; Zhang, Chengjin; Yang, Yongfeng; Liu, Xin; Zheng, Hairong; Hu, Zhanli ; CaGAN: a cycle-consistent generative adversarial network with attention for low-dose CT imaging, IEEE Transactions on Computational Imaging, 2020, 2020(6): 1203-1218 (期刊论文)

(12) Zeng, Tianyi; Gao, Juan; Gao, Dongfang; Kuang, Zhonghua; Sang, Ziru; Wang, Xiaohui; Hu, Lingzhi; Chen, Qun; Chu, Xu; Liang, Dong; Liu, Xin; Yang, Yongfeng; Zheng, Hairong; Hu, Zhanli ; A GPU-accelerated fully 3D OSEM image reconstruction for a high-resolution small animal PET scanner using dual-ended readout detectors, Physics in Medicine and Biology, 2020, 65(24): 245007 (期刊论文)

(13) Hu, Zhanli; Li, Yongchang; Zou, Sijuan; Xue, Hengzhi; Sang, Ziru; Liu, Xin; Yang, Yongfeng; Zhu, Xiaohua; Liang, Dong; Zheng, Hairong ; Obtaining PET/CT images from nonattenuation corrected PET images in a single PET system using Wasserstein generative adversarial networks, Physics in Medicine and Biology, 2020, 65(21): 0-215010 (期刊论文)

(14) Zhang, Qiyang; Gao, Juan; Ge, Yongshuai; Zhang, Na; Yang, Yongfeng; Liu, Xin; Zheng, Hairong; Liang, Dong; Hu, Zhanli ; PET Image Reconstruction Using a Cascading Back-Projection Neural Network, IEEE Journal of Selected Topics in Signal Processing, 2020, 14(6): 1100- 1111 (期刊论文)

(15) Wanhong Zhang; Juan Gao; Yongfeng Yang; Dong Liang; Xin Liu; Hairong Zheng; Zhanli Hu ; Image reconstruction for positron emission tomography based on patch-based regularization and dictionary learning, Medical Physics, 2019, 46(11): 5014-5026 (期刊论文)

代表性研究成果和学术奖励

(1) 胡战利(1/1); 第二十四届中国国际高新技术成果交易会-优秀产品奖, 中国国际高新技术成果交易会组委会, 科技进步, 省部一等奖, 2022(胡战利) (科研奖励)

(2) 胡战利(1/1); 广东省特支计划科技创新青年拔尖人才, 中共广东省委组织部, 科技进步, 省部一等奖, 2018(胡战利) (科研奖励)

(3) 胡战利(1/1); 深圳市孔雀计划海外高层次人才, 深圳市人力资源和社会保障局, 其他, 其他,2018(胡战利) (科研奖励)

(4) 胡战利; 梁港林; 陈子翔; 王毅翔; 张娜; 梁栋; 郑海荣; 杨永峰 ; 动态PET成像方法、装置、电子设备及存储介质, 2023-01-12, 中国, 202310072117.X (专利)

(5) 胡战利; 梁栋; 郑海荣; 刘新; 杨永峰; 黄振兴 ; Low-dose image reconstruction method and system based on prior anatomical structure difference, 2022-11-29, 美国, US 11514621 B2 (专利)

(6) 胡战利; 梁栋; 李永昌; 郑海荣; 杨永峰; 刘新 ; Method and system for generating composite PET-CT image based on non-attenuation-corrected PET image, 2022-11-22, 美国, US 11508048 B2 (专利)

(7) 胡战利; 陈星瑜; 梁栋; 郑海荣; 杨永峰 ; 一种PET图像去噪的方法、终端设备及可读存储介质,2022-9-26, 中国, 202211172754.6 (专利)

(8) 胡战利; 耿孟晓; 黄振兴; 张娜; 梁栋; 郑海荣 ; 图像分割方法、装置、设备及可读存储介质,2022-9-13, 中国, 202211108761.X (专利)

(9) 胡战利; 黄正勇; 梁栋; 郑海荣; 杨永峰; 刘新 ; 一种用于PET-CT多模态肿瘤分割的空间注意力方法及装置, 2022-4-15, 中国, 202210394761.4 (专利)

(10) 胡战利; 黄振兴; 刘涵; 郑海荣; 梁栋; 刘新 ; 基于PET/MR成像系统的自动脑区分割方法及装置,2021-12-31, 中国, 202111683008.9 (专利)