基本信息

葛永帅  男  研究员  中国科学院深圳先进技术研究院
电子邮件: ys.ge@siat.ac.cn
通信地址: 深圳市南山区西丽深圳大学城学苑大道1068号
邮政编码: 518055

个人简介

葛永帅,博士、研究员、硕士生导师、国家自然科学基金国家重大仪器研制项目负责人、中国科学院青年创新促进会会员、深圳市孔雀计划海外高层次人才。担任美国医学物理师协会期刊《Medical Physics》编委、美国光学工程学会SPIE Medical Imaging分会学术委员。研究方向为智能锥束CT成像、定量能谱CT成像、X光相位成像、高灵敏X射线探测器。累计发表学术论文30余篇,其中以第一作者或通讯作者在Optics LettersOptics ExpressIEEE TBMEPhysics in Medicine and BiologyX光成像领域的国际知名SCI期刊发表论文16 篇。共申请发明专利25项(含国际专利5项),其中已授权专利4项。


实验室主页

https://sesamect.siat.ac.cn/


招生方向

081104-模式识别与智能系统

085400-电子信息

081203-计算机技术

 

招生专业

物理学

光学工程

测控技术与精密仪器

机械与电子工程

生物医学工程

工作与教育经历

2022.01-现在, 中国科学院深圳先进技术研究院, 研究员

2017.11-2021.12, 中国科学院深圳先进技术研究院, 副研究员

2012.09-2017.08,美国威斯康辛大学麦迪逊分校,医学物理专业,博士    

2009.09-2012.07,中国科学院大学,粒子物理与原子核物理专业,硕士    

2005.09-2009.07,辽宁大学,应用物理专业,学士    

发表论文

1.     Xin Zhang, Ting Su, Jiecheng Yang, Jiongtao Zhu, Dongmei Xia, Hairong Zheng, Dong Liang, and Yongshuai Ge. "Performance evaluation of dualenergy CT and differential phase contrast CT in quantitative imaging applications." Medical physics, 49 no. 2 (2021), 1123-1138.

2.     Ting Su, Xindong Sun, Jiecheng Yang, Donghua Mi, Yikun Zhang, Haodi Wu, Shibo Fang, Yang Chen, Hairong Zheng, Dong Liang, Yongshuai Ge. "DIRECT-Net: a unified mutual-domain material decomposition network for quantitative dual-energy CT imaging." Medical physics, 49 no. 2 (2021), 917-934.

3.     Ting Su, Zhuoxu Cui, Jiecheng Yang, Yunxin Zhang, Jian Liu, Jiongtao Zhu, Xiang Gao, Shibo Fang, Hairong Zheng, Yongshuai Ge, Dong Liang. "Generalized deep iterative reconstruction for sparse-view CT imaging." Physics in Medicine & Biology 67, no. 2 (2022): 025005.

4.     Yongshuai Ge, Jianwei Chen, Jiecheng Yang, Peiping Zhu, Huitao Zhang, Hairong Zheng, and Dong Liang. "Angular sensitivity of an x-ray differential phase contrast imaging system with real and virtual source images." Optics Letters 46, no. 11 (2021): 2791-2794.

5.     Luo, Ronghui, Yongshuai Ge, Zhanli Hu, Dong Liang, and Zhi-Cheng Li. "DeepPhase: Learning phase contrast signal from dual energy X-ray absorption images." Displays (2021): 102027.

6.     Gao, Yuanhong, Yongshuai Ge, Xinwei Wang, Jin Liu, Wenquan Liu, Yong Cao, Kaichen Gu et al. "Ultrathin and Ultrasensitive Direct Xray Detector Based on Heterojunction Phototransistors." Advanced Materials 33, no. 32 (2021): 2101717.

7.     Su, Ting, Xiaolei Deng, Jiecheng Yang, Zhenwei Wang, Shibo Fang, Hairong Zheng, Dong Liang, and Yongshuai Ge. "DIR-DBTnet: Deep iterative reconstruction network for threedimensional digital breast tomosynthesis imaging." Medical Physics (2021), 48, no. 5 (2021): 2289-2300.

8.     Yongshuai Ge, Peizhen Liu, Yifan Ni, Jianwei Chen, Jiecheng Yang, Ting Su, Huitao Zhang, Jinchuan Guo, Hairong Zheng, Zhicheng Li, and Dong Liang. "Enhancing the X-ray differential phase contrast image quality with deep learning technique," in IEEE Transactions on Biomedical Engineering, 68, no. 6 (2020): 1751-1758.

9.     Yongshuai Ge, Jianwei Chen, Peiping Zhu, Jun Yang, Shiwo Deng, Wei Shi, Kai Zhang et al. "Dual phase grating based X-ray differential phase contrast imaging with source grating: theory and validation." Optics Express 28, no. 7 (2020): 9786-9801.

10.  Liu, Peizhen, Jiecheng Yang, Jianwei Chen, Ting Su, Jinchuan Guo, Hairong Zheng, Dong Liang, and Yongshuai Ge. "Model-driven phase retrieval network for single-shot x-ray Talbot–Lau interferometer imaging." Optics Letters 45, no. 22 (2020): 6314-6317.

11.  Yongshuai Ge, Ting Su, Jiongtao Zhu, Xiaolei Deng, Qiyang Zhang, Jianwei Chen, Zhanli Hu, Hairong Zheng, and Dong Liang. "ADAPTIVE-NET: deep computed tomography reconstruction network with analytical domain transformation knowledge." Quantitative Imaging in Medicine and Surgery 10, no. 2 (2020): 415.

12.  Zhang, Qiyang, Juan Gao, Yongshuai Ge, Na Zhang, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, and Zhanli Hu. "Pet image reconstruction using a cascading back-projection neural network." IEEE Journal of Selected Topics in Signal Processing 14, no. 6 (2020): 1100-1111.

13.  Zhang, Qiyang, Zhanli Hu, Changhui Jiang, Hairong Zheng, Yongshuai Ge, and Dong Liang. "Artifact removal using a hybrid-domain convolutional neural network for limited-angle computed tomography imaging." Physics in Medicine & Biology 65, no. 15 (2020): 155010.

14.  Zeng, Dong, Lisha Yao, Yongshuai Ge, Sui Li, Qi Xie, Hao Zhang, Zhaoying Bian et al. "Full-Spectrum-Knowledge-Aware Tensor Model for Energy-Resolved CT Iterative Reconstruction." IEEE Transactions on Medical Imaging (2020).

15.  Li, Danyang, Dong Zeng, Sui Li, Yongshuai Ge, Zhaoying Bian, Jing Huang, and Jianhua Ma. "MDM-PCCT: Multiple Dynamic Modulations for High-Performance Spectral PCCT Imaging." IEEE Transactions on Medical Imaging (2020).

16.  Chen, Jianwei, Jiongtao Zhu, Zhicheng Li, Wei Shi, Qiyang Zhang, Zhanli Hu, Hairong Zheng, Dong Liang, and Yongshuai Ge. "Automatic image-domain Moiré artifact reduction method in grating-based x-ray interferometry imaging." Physics in Medicine & Biology, Vol. 64, no. 19 (2019): 195013.

17.  Yongshuai Ge, Xu Ji, Ran Zhang, Ke Li, and Guang-Hong Chen, K-edge energy-based calibration method for photon counting detectors, Physics in Medicine & Biology, Vol. 63, no. 1, pp. 015022 (2017)

18.  Xu Ji, Yongshuai Ge, Ran Zhang, Ke Li, and Guang-Hong Chen, Studies of signal estimation bias in grating-based x-ray multi-contrast imaging, Medical Physics, Vol. 44 (6), pp. 2453-2465 (2017)

19.  Yongshuai Ge, Ran Zhang, Ke Li and Guang-Hong Chen, Improving radiation dose efficiency of X-ray differential phase contrast imaging using an energy-resolving grating interferometer and a novel rank constraint, Optics Express, Vol. 24 (12), pp. 12955-12968 (2016)

20.  Garrett, John, Yongshuai Ge, Ke Li, and Guang-Hong Chen. "Correction of data truncation artifacts in differential phase contrast (DPC) tomosynthesis imaging." Physics in Medicine & Biology 60, no. 19 (2015): 7713.

21.  Li, Ke, John Garrett, Yongshuai Ge, and GuangHong Chen. "Statistical model based iterative reconstruction (MBIR) in clinical CT systems. Part II. Experimental assessment of spatial resolution performance." Medical physics 41, no. 7 (2014): 071911.

22.  Garrett, John, Yongshuai Ge, Ke Li, and GuangHong Chen. "Anatomical background noise power spectrum in differential phase contrast and dark field contrast mammograms." Medical physics 41, no. 12 (2014): 120701.

23.  Yongshuai Ge, Ke Li, John Garrett, and Guang-Hong Chen. "Grating based x-ray differential phase contrast imaging without mechanical phase stepping." Optics Express 22, no. 12 (2014): 14246-14252.

24.  Li, Ke, Yongshuai Ge, John Garrett, Nicholas Bevins, Joseph Zambelli, and GuangHong Chen. "Gratingbased phase contrast tomosynthesis imaging: Proofofconcept experimental studies." Medical physics 41, no. 1 (2014): 011903.

科研活动

科研项目:

国家重大科研仪器研制项目,纳米分辨X射线微分相衬显微镜,在研,主持,646万

国家自然科学基金青年项目,优化X射线相衬成像辐射剂量效率的研究,在研,主持,30

中国科学院青年创新促进会,人才项目,在研,主持,80

广东省自然科学基金面上项目,基于先验解析域变换知识的深度低剂量CT重建,在研,主持,10

深圳市基础研究重点项目,基于钙钛矿材料的高性能X射线二维面阵探测器及成像系统的研究,在研,主持,200万


指导学生

现指导学生

征博文  硕士研究生  085211-计算机技术  

黄晓娜  硕士研究生  085400-电子信息  

高翔  硕士研究生  085400-电子信息  

张世全  硕士研究生  085211-计算机技术  

李梓聖  硕士研究生  085400-电子信息