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

2019.09–2023.06，东南大学计算机科学与工程学院，博士研究生，导师: 陈阳教授.

2023.11至今，东南大学计算机科学与工程学院，讲师.

部分代表性论文如下（#第一作者, *通讯作者），已发表全部论文可见谷歌学术

· 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, Early Access.

· Zhang Y.#, Hu D.*, Li W., Zhang W., Chen G., Chen R. C., Chen Y., Gao H. (2024). 2V-CBCT: Two-Orthogonal-Projection based CBCT Reconstruction and Dose Calculation for Radiation Therapy using Real Projection Data. IEEE Transactions on Medical Imaging, Early Access.

· 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.

学生去向

2024届：茅伟龙<副导师>，硕士，上海联影医疗科技股份有限公司-XR事业部

最新动态

2024.10.21，祝贺课题组在4D-CBCT重建方面的论文被医学影像领域TOP期刊《IEEE Transactions on Medical Imaging》接收！

2024.10.11，祝贺课题组4项工作被SPIE Photonics Asia 2024会议接收（任开翌: Oral，刘畅: Oral，胡日翰: Poster×2）！

2024.08.04，祝贺课题组与美国堪萨斯大学医学中心合作论文被医学影像领域TOP期刊《IEEE Transactions on Medical Imaging》接收！

2024.06.12，祝贺课题组本科生刘钰豪毕业设计（论文）被推选为东南大学优秀本科毕业设计（论文）！

2024.04.26，祝贺课题组硕士研究生臧诗哲一作论文被《IEEE Transactions on Instrumentation and Measurement》期刊接收！

2024.04.15，祝贺课题组硕士研究生陶易源一作论文被《IEEE Transactions on Instrumentation and Measurement》期刊接收！