郭晓东，男，1990年1月生，博士，讲师。

电子邮箱：xdguo@haut.edu.cn.

研究方向：X射线探测与成像技术、基于深度学习的医学图像分析

教育经历：

2010.09-2014.06，本科，电子科技大学，电波传播与天线专业

2015.09-2018.06，硕士，西南交通大学，电磁场与微波技术专业

2018.09-2023.12，博士，重庆大学，光学工程专业

2020.01-2022.04，公派博士联合培养，美国伦斯勒理工学院，生物医学工程专业

代表性科研学术成果：

论文：

1. Xiaodong Guo, Yonghui Li, Peng He, Peng Feng, Weiwen Wu, Hengyong Yu. Spectral2Spectral: Image-spectral Similarity Assisted Deep Spectral CT Reconstruction without Reference [J]. IEEE Transactions on Computational Imaging, 2023, 9: 1031-1042.

2. Xiaodong Guo, Peng He, Xiaojie Lv, Xuezhi Ren, Yonghui Li, Yuanfeng Liu, Xiaohua Lei, Peng Feng, and Hongming Shan. Material Decomposition of Spectral CT images via Attention-based Global Convolutional Generative Adversarial Networks (AGC-GAN) [J]. Nuclear Science and Techniques, 2023, 34(3): 45.

3. Xiaodong Guo, Weiwen Wu, Xiaojiao Duan, Haijun Yu, Dingyue Chang, Peng He, Jue Wang, Rifeng Zhou, Yu Du, Kang An. Nonlinear Deviation CorrecTion for Ring-Artifact Removal With Cone-Beam Computed Tomography [J]. IEEE Transactions on Instrumentation and Measurement, 2022, 71: 1-10.

4. Xiaodong Guo, Yiming Lei, Peng He, Wenbing Zeng, Ran Yang, Yinjin Ma, Peng Feng, Qing Lyu, Ge Wang, Hongming Shan. An ensemble learning method based on ordinal regression for COVID-19 diagnosis from chest CT [J]. Physics in Medicine & Biology, 2021, 66, 244001.

5. Weiwen Wu, Xiaodong Guo, Yang Chen, Shaoyu Wang, Jun Chen. Deep Embedding-Attention-Refinement for Sparse-view CT Reconstruction [J]. IEEE Transactions on Instrumentation and Measurement, 2023, 72: 1-11.

6. Mengzhou Li, Xiaodong Guo, Amit Verma, Alena Rudkouskaya, Antigone M. McKenna, Xavier Intes, Ge Wang and Margarida Barroso. Contrast-enhanced photon-counting micro-CT of tumor xenograft models [J]. Physics in Medicine & Biology, 2024, 69, 155011.

专利：

1. 郭晓东. 一种毫米波垂直传输过渡结构. 2016209567356.

2. 任学智,何鹏,冯鹏,杨博文,魏彪,龙邹荣,郭晓东,吴晓川. 一种基于深度学习的X射线光子计数探测器一致性校准方法. 2019101026726.

项目：

1. 重庆市自然科学基金面上项目，CSTB2022NSCQ-MSX0360, 面向生物医学的光子计数能谱CT深度重建及材料识别关键技术研究，2022-07至2025-06，主研人。

2. 产学研横向项目，H20210237，柔性集装袋表面缺陷智能在线检测系统研制，2021-03至2023-02，主研人。