X-ray phase contrast imaging technique

Spectral CT imaging technique using photon counting detector

Novel CT image reconstruction algorithms with deep learning method

Ultralow-dose X-ray detector with novel Perovskite materials

University of Wisconsin-Madison. Ph.D. in Medical Physics (2017)

University of Chinese Academy of Sciences. M.S. in Nuclear and Particle Physics (2012)

Liaoning University. B.S. in Applied Physics (2009)

2022-Now, Professor, Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China

2017-2021, Associate Professor, Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China

1.     Xin Zhang, Ting Su, Jiecheng Yang, Jiongtao Zhu, Dongmei Xia, Hairong Zheng, Dong Liang, and Yongshuai Ge. "Performance evaluation of dual‐energy 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 X‐ray 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 three‐dimensional 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 Guang‐Hong 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 Guang‐Hong 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 Guang‐Hong Chen. "Grating‐based phase contrast tomosynthesis imaging: Proof‐of‐concept experimental studies." Medical physics 41, no. 1 (2014): 011903.