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Xun Jia

Professor, Professor (PAR)

20022024

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  • 2022

    Photon Counting Detector-based Multi-energy Cone Beam CT Platform for Preclinical Small Animal Radiation Research

    Hu, X., Zhong, Y., Yang, K. & Jia, X., 2022, 7th International Conference on Image Formation in X-Ray Computed Tomography. Stayman, J. W. (ed.). SPIE, 123042R. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12304).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
  • 2020

    A Neural Network Approach for Image Reconstruction from a Single X-Ray Projection

    Rouf, S., Shen, C., Cao, Y., Davis, C., Jia, X. & Lou, Y., 2020, Medical Image Understanding and Analysis - 23rd Conference, MIUA 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer, p. 208-219 12 p. (Communications in Computer and Information Science; vol. 1065 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Performance Evaluation of a GPU-based Monte Carlo Simulation Package for Water Radiolysis with sub-MeV Electrons

    Tsai, M. Y., Lai, Y., Chi, Y., Jia, X. & Hung, S. H., Oct 13 2020, Proceedings of the 2020 Research in Adaptive and Convergent Systems, RACS 2020. Association for Computing Machinery, p. 226-233 8 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2019

    Development of a GPU-Based Mont Carlo Simulation Tool for PET

    Lai, Y., Zhong, Y., Chalise, A., Zhou, S., Shao, Y., Jin, M., Jia, X. & Chi, Y., Oct 2019, 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2019. Institute of Electrical and Electronics Engineers Inc., 9059689. (2019 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Generating Pareto Optimal Dose Distributions for Radiation Therapy Treatment Planning

    Nguyen, D., Barkousaraie, A. S., Shen, C., Jia, X. & Jiang, S., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 59-67 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11769 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Incorporating biomechanical modeling and deep learning into a deformation-driven liver CBCT reconstruction technique

    Zhang, Y., Chen, L., Li, B., Folkert, M., Jia, X., Gu, X. & Wang, J., 2019, Medical Imaging 2019: Physics of Medical Imaging. Schmidt, T. G., Chen, G-H. & Bosmans, H. (eds.). SPIE, 109482I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Individualized 3D dose distribution prediction using deep learning

    Ma, J., Bai, T., Nguyen, D., Folkerts, M., Jia, X., Lu, W., Zhou, L. & Jiang, S., 2019, Artificial Intelligence in Radiation Therapy - 1st International Workshop, AIRT 2019, Held in Conjunction with MICCAI 2019, Proceedings. Nguyen, D., Jiang, S. & Xing, L. (eds.). Springer, p. 110-118 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11850 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Low-dose CT reconstruction assisted by a global CT image manifold prior

    Shen, C., Ma, G. & Jia, X., 2019, 15th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine. Matej, S. & Metzler, S. D. (eds.). SPIE, 1107205. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11072).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Low-dose CT simulation with a generative adversarial network

    Shan, H., Jia, X., Mueller, K., Kruger, U. & Wang, G., 2019, Developments in X-Ray Tomography XII. Muller, B. & Wang, G. (eds.). SPIE, 111131F. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11113).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Quality-guided deep reinforcement learning for parameter tuning in iterative CT reconstruction

    Shen, C., Tsai, M. Y., Gonzalez, Y., Chen, L., Jiang, S. B. & Jia, X., 2019, 15th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine. Matej, S. & Metzler, S. D. (eds.). SPIE, 1107203. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11072).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2018

    Motion-compensated reconstruction for limited-angle multiphase cardiac CT

    Jin, M., Zhao, C., Jia, X. & Yu, L., 2018, Medical Imaging 2018: Physics of Medical Imaging. Schmidt, T. G., Chen, G-H. & Lo, J. Y. (eds.). SPIE, 1057333. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10573).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2017

    Feasibility of on-line multiple scanning proton beam range verification with PET imaging: Monte Carlo simulation studies

    Zhong, Y., Lu, W., Jia, X. & Shao, Y., Oct 16 2017, 2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop, NSS/MIC/RTSD 2016. Institute of Electrical and Electronics Engineers Inc., 8069550. (2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop, NSS/MIC/RTSD 2016; vol. 2017-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2015

    Monte carlo-based inverse treatment plan optimization for intensity modulated proton therapy

    Li, Y., Tian, Z., Song, T., Wu, Z., Liu, Y., Jiang, S. B. & Jia, X., 2015, World Congress on Medical Physics and Biomedical Engineering, 2015. Jaffray, D. A. (ed.). Springer Verlag, p. 475-478 4 p. (IFMBE Proceedings; vol. 51).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2012

    Low-dose and scatter-free cone-beam CT imaging: A preliminary study

    Dong, X., Jia, X., Niu, T. & Zhu, L., 2012, Medical Imaging 2012: Physics of Medical Imaging. 831319. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8313).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2010

    4D computed tomography reconstruction from few-projection data via temporal non-local regularization

    Jia, X., Lou, Y., Dong, B., Tian, Z. & Jiang, S., 2010, Medical Image Computing and Computer-Assisted Intervention, MICCAI2010 - 13th International Conference, Proceedings. PART 1 ed. p. 143-150 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6361 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Single-projection based volumetric image reconstruction and 3D tumor localization in real time for lung cancer radiotherapy

    Li, R., Jia, X., Lewis, J. H., Gu, X., Folkerts, M., Men, C. & Jiang, S. B., 2010, Medical Image Computing and Computer-Assisted Intervention, MICCAI2010 - 13th International Conference, Proceedings. PART 3 ed. p. 449-456 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6363 LNCS, no. PART 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
  • 2009

    A dynamic CT image reconstruction method by inducing prior information from PCA analysis

    Jia, X., Lou, Y., Li, R., Gu, X., Levis, J. & Jiang, S., 2009, 8th International Conference on Machine Learning and Applications, ICMLA 2009. p. 473-477 5 p. 5381457. (8th International Conference on Machine Learning and Applications, ICMLA 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution