(1) 2013-09 至 2018-05, 中国科学院大学, 模式识别与智能系统, 博士
(2) 2006-09 至 2009-06, 中南大学, 生物医学工程, 硕士
(3) 2002-09 至 2006-07, 中南大学, 生物医学工程, 学士
(1) 2018-12 至 今, 中国科学院深圳先进技术研究院, 医工所, 副研究员
(2) 2011-11 至 2018-11, 中国科学院深圳先进技术研究院, 医工所, 助理研究员
(3) 2015-11 至 2016-11, 美国加州西达赛奈医学中心, 生物医学成像研究所, 无
(4) 2009-07 至 2011-10, 中国科学院深圳先进技术研究院, 医工所, 研究实习员
(1) 国家自然科学基金委员会, 重大研究计划, 2019-01-01 至 2021-12-31, 60万元, 结题, 参与
(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, 参与
(3) 国家自然科学基金委员会, 面上项目, 2019-01-01 至 2022-12-31, 57万元, 资助期满, 参与
(4) 国家自然科学基金委员会, 地区科学基金项目, 2019-01-01 至 2022-12-31, 34万元, 资助期满, 参与
(5) 国家自然科学基金委员会, 重点项目, 2019-01-01 至 2023-12-31, 294万元, 在研, 参与
(6) 国家自然科学基金委员会, 青年科学基金项目, 2019-01-01 至 2021-12-31, 21万元, 结题, 参与
(7) 国家自然科学基金委员会, 面上项目, 2019-01-01 至 2022-12-31, 67万元, 资助期满, 参与
(8) 国家自然科学基金委员会, 面上项目, 2018-01-01 至 2021-12-31, 62万元, 结题, 参与
(9) 广东省基础与应用基础研究基金委员会, 广东省自然科学基金--杰出青年项目, 2023-01 至 2026-12, 100万元, 在研, 主持
(10) 深圳市科技创新委员会, 可持续发展专项, 2020-09 至 2023-09, 800万元, 在研, 参与
(11) 深圳市科技创新委员会, 基础研究（自由探索）, 2019-04 至 2021-09, 50万元, 结题, 主持
(12) 广东省自然科学基金管理委员会, 广东省自然科学基金--自由申请, 2018-05 至 2021-04, 10万元, 结题, 主持
(1) Na Zhang; Fan Zhang; Zixin Deng; Qi Yang; Marcio Diniz; Shlee Song; Konrad Schlick; Marcel Maya; Nestor Gonzalez; Debiao Li; Hairong Zheng; Xin Liu; Zhaoyang Fan ; 3D whole-brain vessel wall cardiovascular magnetic resonance imaging: a study on the reliability in the quantification of intracranial vessel dimensions, Journal of Cardiovascular Magnetic Resonance, 2018, 20(1): 39 (期刊论文)
(2) Na Zhang; Xinfeng Liu; Jiayu Xiao; Shlee S Song; Zhaoyang Fan ; Plaque Morphologic Quantification Reliability of 3D Whole-Brain Vessel Wall Imaging in Patients with Intracranial Atherosclerotic Disease: A Comparison with Conventional 3D Targeted Vessel Wall Imaging, Journal of Magnetic Resonance Imaging, 2021, 54(1): 166-174 (期刊论文)
(3) Na Zhang; Jinhao Lyu; Lijie Ren; Lei Zhang; Zhangyan Fan; Liwen Wan; Ye Li; Dong Liang; Hairong Zheng; Xin Liu ; Arterial Culprit Plaque Characteristics Revealed by Magnetic Resonance Vessel Wall Imaging in Patients with Single or Multiple Infarcts, Magnetic Resonance Imaging, 2021, 84: 12-17 (期刊论文)
(4) Zhenxing Huang; Zhou Liu; Pin He; Ya Ren; Shuluan Li; Yuanyuan Lei; Dehong Luo; Dong Liang; Dan Shao; Zhanli Hu; Na Zhang ; Segmentation-guided Denoising Network for Low-dose CT Imaging, Computer Methods and Programs in Biomedicine, 2022, 227: 107199 (期刊论文)
(5) Liwen Wan; Haoxiang Li; Lei Zhang; Shi Su; Cheng Wang; Baochang Zhang; Dong Liang; Hairong Zheng; Xin Liu; Na Zhang ; Automated Morphologic Analysis of Intracranial and Extracranial Arteries Using Convolutional Neural Networks, British Journal of Radiology, 2022, 95(1139): 20210031 (期刊论文)
(6) Hao Shen; Pin He; Ya Ren; Zhengyong Huang; Shuluan Li; Guoshuai Wang; Minghua Cong; Dehong Luo; Dan Shao; Elaine Yuen-Phin Lee; Ruixue Cui; Li Huo; Jing Qin; Jun Liu; Zhanli Hu; Zhou Liu; Na Zhang ; A Deep Learning Model based on Attention Mechanism for Automatic Segmentation of Abdominal Muscle and Fat for Body Composition Assessment, Quantitative Imaging in Medicine and Surgery, 2023, 13(3): 1384-1398 (期刊论文)
(7) Zhenghui Xiao; Haihua Cai; Yue Wang; Ruixue Cui; Li Huo; Elaine Yuen-Phin Lee; Ying Liang; Xiaomeng Li; Zhanli Hu; Long Chen; Na Zhang ; Deep learning for predicting EGFR mutations of non-small cell lung cancer on PET/CT images, Quantitative Imaging in Medicine and Surgery, 2023, 13(3): 1286-1299 (期刊论文)
(8) Wenjing Xu; Xiong Yang; Yikang Li; Guihua Jiang; Sen Jia; Zhenhuan Gong; Yufei Mao; Shuheng Zhang; Yanqun Teng; Jiayu Zhu; Qiang He; Liwen Wan; Dong Liang; Ye Li; Zhanli Hu; Hairong Zheng; Xin Liu; Na Zhang ; Deep Learning based Automated Detection of Arterial Vessel Wall and Plaque on MR Vessel Wall Images, Frontiers in Neuroscience, 2022, 16: 888814 (期刊论文)
(9) Hanyu Sun; Yongluo Jiang; Jianmin Yuan; Haining Wang; Dong Liang; Wei Fan; Zhanli Hu; Na Zhang ; High-quality PET image synthesis from ultra-low-dose PET/MRI using bi-task deep learning, Quantitative Imaging in Medicine and Surgery, 2022, 12(12): 5326-5342 (期刊论文)
(10) Tingting Zhu; Lijie Ren; Lei Zhang; Yinghui Shao; Liwen Wan; Ye Li; Dong Liang; Hairong Zheng; Xin Liu; Na Zhang ; Comparison of plaque characteristics of small and large subcortical infarctions in the middle cerebral artery territory using high-resolution magnetic resonance vessel wall imaging, Quantitative Imaging in Medicine and Surgery, 2021, 11(1): 57-66 (期刊论文)
(11) Lin Jia; Xia Wu; Qian Wan; Liwen Wan; Wenxiao Jia; Na Zhang ; Effects of Artery Input Function on Dynamic Contrast-Enhanced MRI for determining Grades of Gliomas, British Journal of Radiology, 2021, 94(1119): 20200699 (期刊论文)
(12) Yingjie Xu; Zhijian Li; Xu Zhang; Wei Fan; Chao Zhou; Dashun Que; Jianmin Yuan; Qiang He; Dong Liang; Xin Liu; Hairong Zheng; Zhanli Hu; Na Zhang ; Low-dose PET image denoising based on coupled dictionary learning, Nuclear Instruments and Methods in Physics Research A, 2021, 1020: 165908 (期刊论文)
(13) Hengzhi Xue; Yueyang Teng; Changjun Tie; Qian Wan; Jun Wu; Ming Li; Guodong Liang; Dong Liang; Xin Liu; Hairong Zheng; Yongfeng Yang; Zhanli Hu; Na Zhang ; A 3D attention residual encoder-decoder least-square GAN for low-count PET denoising, Nuclear Instruments and Methods in Physics Research A, 2020, 983: 164638 (期刊论文)
(14) Na Zhang; Lei Zhang; Qi Yang; Anqi Pei; Xiaoxin Tong; Yiu-Cho Chung; Xin Liu ; A Fast Screening Protocol for Carotid Plaques Imaging Using 3D Multi-contrast MRI without Contrast Agent, Magnetic Resonance Imaging, 2017, 39: 89-97 (期刊论文)
(15) Na Zhang; Lijuan Zhang; Bensheng Qiu; Li Meng; Xiaoyi Wang; Bob Hou ; Correlation of volume transfer coefficient Ktrans with histopathologic grades of gliomas, Journal of Magnetic Resonance Imaging, 2012, 36(2): 355-363 (期刊论文)
(1) Na Zhang(1/1); 国际医学磁共振Magna Cum Laude奖, 国际医学磁共振学会（ISMRM）, ISMRM MERIT AWARD, 国际学术奖, 2018(Na Zhang) (科研奖励)
(2) 张娜(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(张娜) (科研奖励)
(3) 张娜(3/6); 基于高分辨磁共振管壁成像的缺血性卒中病因学研究, 新疆维吾尔自治区科学技术厅, 科技进步, 省部一等奖, 2023(贾文霄; 贾琳; 张娜; 张磊; 王云玲; 罕迦尔别克·库锟) (科研奖励)
(4) 张娜(8/13); 脑血管磁共振计算成像技术及应用, 中国电子学会, 科技进步, 省部一等奖, 2018(娄昕; 邵航; 刘新; 马林; 关晓磊; 张新; 吕晋浩; 张娜; 王婷; 李烨; 张磊; 马笑笑; 谭国陞) (科研奖励)
(5) 磁共振血管壁成像方法、装置、设备及存储介质, 专利, 技术许可, 上海联影医疗科技有限公司, 50.0000万元, 2018-12-15 (成果技术转移)
(6) 血管壁成像中脑脊液信号的抑制方法、装置、设备及介质, 专利, 技术许可, 上海联影医疗科技有限公司, 50.0000万元, 2018-12-15 (成果技术转移)
(7) 张娜; 郑海荣; 刘新; 胡战利; 黄志远; 梁栋 ; Medical image processing method, processing apparatus, and computer-readable storage medium, 2022-5-8, 美国, US17/739121 (专利)
(8) 张娜; 郑海荣; 刘新; 徐文静; 胡战利; 梁栋; 邹超; 李烨 ; 一种磁共振血管壁图像分析方法、系统及计算机可读介质, 2020-12-15, WIPO, PCT/CN2020/136549 (专利)
(9) 张娜; 郑海荣; 刘新; 李奕慷; 胡战利; 梁栋; 贾森; 邹超; 李烨 ; 图像分割方法和装置、电子设备、机器可读存储介质, 2020-12-14, WIPO, PCT/CN2020/136226 (专利)
(10) 张娜; 郑海荣; 刘新; 申帅; 胡战利; 梁栋; 李烨; 邹超; 贾森 ; 一种基于卷积神经网络的医学图像分割方法及装置, 2020-12-10, WIPO, PCT/CN2020/135348 (专利)
