2022.03–2023.03，University of Kansas Medical Center，Visiting PhD Student，Supervisor: Assoc. Prof. Hao Gao.

2019.09–2023.06，bet356手机版唯一官网登录，博士研究生，導師: 陳陽教授.

2023.11至今，bet356手机版唯一官网登录，講師.

部分代表性論文如下（#第一作者, *通訊作者），已發表全部論文可見谷歌學術

· Zhang Y.#, Liu G., Liu Y., Xie S., Gu J.*, Liu J., Huang Z., Ji X., Lyu T.*, Xi Y., Zhu S., Yang J., Chen Y.* (2025). GDP-Net: Global dependency-enhanced Dual-domain Parallel Network for Ring Artifact Removal. IEEE Transactions on Medical Imaging, Early Access.

· Hu D.#, Zhang C., Fei X., Yao Y., Xi Y., Liu J., Zhang Y.*, Gouenou C., Jean Louis C., Chen Y.* (2024). DPI-MoCo: Deep Prior Image Constrained Motion Compensation Reconstruction for 4D CBCT. IEEE Transactions on Medical Imaging, 44(3), 1243-1256.

· Zhang Y.#, Hu D.*, Li W., Zhang W., Chen G., Chen R. C., Chen Y., Gao H. (2025). 2V-CBCT: Two-Orthogonal-Projection based CBCT Reconstruction and Dose Calculation for Radiation Therapy using Real Projection Data. IEEE Transactions on Medical Imaging, 44(1), 284-296.

· Zang S.#, Zhang Y.*, Hu D., ...,  Yang C.*, ..., & Chen Y. (2024). Coarse-to-fine learning for planning CT-enhanced limited-angle CBCT reconstruction. IEEE Transactions on Instrumentation and Measurement, 73, 1–15.

· Tao Y.#, Zhang Z., Hu D., ...,  Zhang Y.*, Xie S., Yao Y., Chen Y. (2024). Prior image-constrained iterative reconstruction with adaptive step size for limited-angle CBCT. IEEE Transactions on Instrumentation and Measurement, 73, 1–13.

· Ji X.#, Lu Y., Zhuo X., Zhang Y.*, Zhu S., & Chen Y.* (2023). A geometrical calibration method for C-arm CT based on a nonlinear registration model. IEEE Transactions on Instrumentation and Measurement, 72, 1–13.

· Zhang Y.#, Hu D., Yan Z., Zhao Q., Quan G., Luo S., ... & Chen Y.* (2023). TIME-Net: Transformer-integrated multi-encoder network for limited-angle artifact removal in dual-energy CBCT. Medical Image Analysis, 83, 102650.

· Zhang Y.#, Hu D., Hao S., Liu J., Quan G., Zhang Y., ... & Chen Y.* (2022). DREAM-Net: Deep residual error iterative minimization network for sparse-view CT reconstruction. IEEE Journal of Biomedical and Health Informatics, 27(1), 480-491.

· Zhang Y.#, Hu D., Lyu T., Quan G., Xiang J., Coatrieux G., ... & Chen Y.* (2022). SPIE-DIR: Self-Prior Information Enhanced Deep Iterative Reconstruction Using Two Complementary Limited-Angle Scans for DECT. IEEE Transactions on Instrumentation and Measurement, 72, 1-12.

· Zhang Y.#, Hu D., Lyu T., Zhu J.*, Quan G., Xiang J., ... & Chen Y.* (2022). PIE-ARNet: Prior Image Enhanced Artifact Removal Network for Limited-Angle DECT. IEEE Transactions on Instrumentation and Measurement, 72, 1-12.

· Zhang Y.#, Hu D., Zhao Q., Quan G., Liu J., Liu, Q., ... & Yu H. (2021). CLEAR: comprehensive learning enabled adversarial reconstruction for subtle structure enhanced low-dose CT imaging. IEEE Transactions on Medical Imaging, 40(11), 3089-3101.

· Zhang Y.#, Lyu T., Ge R., Zhao Q., Hu D., Zhang L., ... & Chen Y.* (2021). CD-Net: Comprehensive domain network with spectral complementary for DECT sparse-view reconstruction. IEEE Transactions on Computational Imaging, 7, 436-447.

· He Z.#, Zhang Y.#, Guan Y., Guan B., Niu S., Zhang Y., ... & Liu, Q.* (2022). Iterative reconstruction for low-dose CT using deep gradient priors of generative model. IEEE Transactions on Radiation and Plasma Medical Sciences, 6(7), 741-754.

· Zhang Y.#, Su T., ..., Chen Y., Zheng H., Liang D., & Ge Y.* (2020). Dual-energy CT reconstruction using deep mutual-domain knowledge for basis decomposition and denoising. SPIE Medical Imaging, 2020, Houston, Texas, United States.

學生去向

2024屆：茅偉龍<副導師>，碩士，上海聯影醫療科技股份有限公司-XR事業部

最新動态

2025.02.20，祝賀劉冠男在環形僞影移除方面的工作被醫學影像領域TOP期刊《IEEE Transactions on Medical Imaging》接收！

2024.10.21，祝賀課題組在4D-CBCT重建方面的工作被醫學影像領域TOP期刊《IEEE Transactions on Medical Imaging》接收！

2024.10.11，祝賀課題組4項工作被SPIE Photonics Asia 2024會議接收（任開翌: Oral，劉暢: Oral，胡日翰: Poster×2）！

2024.08.04，祝賀課題組與美國堪薩斯大學醫學中心合作論文被醫學影像領域TOP期刊《IEEE Transactions on Medical Imaging》接收！

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2024.04.26，祝賀課題組碩士研究生臧詩哲一作論文被《IEEE Transactions on Instrumentation and Measurement》期刊接收！

2024.04.15，祝賀課題組碩士研究生陶易源一作論文被《IEEE Transactions on Instrumentation and Measurement》期刊接收！