Xun Jia

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 28

Top Topics

Monte Carlo Simulation

Image Reconstruction

Top Venues

IEEE Trans. Medical Imaging

SIAM J. Imaging Sci.

Publications

Feng Liu, Hanyang Wang, Siyuan Shen, Xun Jia, Jingyi Hu, Jia-Hao Zhang, Xi-Yi Wang, Ying Lei, Aimin Zhou, Jia-Yin Qi, Zhi-Bin Li
OPO-FCM: A Computational Affection Based OCC-PAD-OCEAN Federation Cognitive Modeling Approach. IEEE Trans. Comput. Soc. Syst. 10 (4) (2023)
Yuting Peng, Mengzhou Li, Jace Grandinetti, Ge Wang, Xun Jia
Top-Level Design and Simulated Performance of the First Portable CT-MR Scanner. IEEE Access 10 (2022)
Ge Wang, Andreu Badal, Xun Jia, Jonathan S. Maltz, Klaus Mueller, Kyle J. Myers, Chuang Niu, Michael W. Vannier, Pingkun Yan, Zhou Yu, Rongping Zeng
Development of metaverse for intelligent healthcare. Nat. Mac. Intell. 4 (11) (2022)
Feng Liu, Yihao Zhou, Xun Jia, Hanyang Wang, Siyuan Shen, Aimin Zhou
High-arousal positive emotion evoking is more effective in VR than on a 2D monitor based on computational affection. CogSci (2022)
Ajay Krishnan, Niranj Jyothish, Xun Jia
Using reinforcement learning to design an AI assistantfor a satisfying co-op experience. CoRR (2021)
Arjun Krishna, Kedar Bartake, Chuang Niu, Ge Wang, Youfang Lai, Xun Jia, Klaus Mueller
Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning. CoRR (2021)
Chuang Niu, Ge Wang, Pingkun Yan, Juergen Hahn, Youfang Lai, Xun Jia, Arjun Krishna, Klaus Mueller, Andreu Badal, Kyle J. Myers, Rongping Zeng
Noise Entangled GAN For Low-Dose CT Simulation. CoRR (2021)
Yesenia Gonzalez, Chenyang Shen, Hyunuk Jung, Dan Nguyen, Steve B. Jiang, Kevin Albuquerque, Xun Jia
Semi-automatic sigmoid colon segmentation in CT for radiation therapy treatment planning via an iterative 2.5-D deep learning approach. Medical Image Anal. 68 (2021)
Ying Ren, Min-Yu Tsai, Liyuan Chen, Jing Wang, Shulong Li, Yufei Liu, Xun Jia, Chenyang Shen
A manifold learning regularization approach to enhance 3D CT image-based lung nodule classification. Int. J. Comput. Assist. Radiol. Surg. 15 (2) (2020)
Yangmei Zhang, Yusi Chen, Anni Zhong, Xun Jia, Shuyu Wu, Hongliang Qi, Linghong Zhou, Yuan Xu
Scatter correction based on adaptive photon path-based Monte Carlo simulation method in Multi-GPU platform. Comput. Methods Programs Biomed. 194 (2020)
Qiang He, Xin Li, D. W. Nathan Kim, Xun Jia, Xuejun Gu, Xin Zhen, Linghong Zhou
Feasibility study of a multi-criteria decision-making based hierarchical model for multi-modality feature and multi-classifier fusion: Applications in medical prognosis prediction. Inf. Fusion 55 (2020)
Hongming Shan, Xun Jia, Pingkun Yan, Yunyao Li, Harald Paganetti, Ge Wang
Synergizing medical imaging and radiotherapy with deep learning. Mach. Learn. Sci. Technol. 1 (2) (2020)
Min-Yu Tsai, Youfang Lai, Yujie Chi, Xun Jia, Shih-Hao Hung
Performance Evaluation of a GPU-based Monte Carlo Simulation Package for Water Radiolysis with sub-MeV Electrons. RACS (2020)
Guanglin Tang, Yulong Yan, Chenyang Shen, Xun Jia, Meyer Zinn, Zipalkumar Trivedi, Alicia Yingling, Kenneth Westover, Steve B. Jiang
Balancing Robustness and Responsiveness in a Real-time Indoor Location System using Bluetooth Low Energy Technology and Deep Learning to Facilitate Clinical Applications. CoRR (2019)
Samiha Rouf, Chenyang Shen, Yan Cao, Conner Davis, Xun Jia, Yifei Lou
A Neural Network Approach for Image Reconstruction from a Single X-Ray Projection. MIUA (2019)
Dan Nguyen, Rafe McBeth, Azar Sadeghnejad-Barkousaraie, Gyanendra Bohara, Chenyang Shen, Xun Jia, Steve B. Jiang
Incorporating human and learned domain knowledge into training deep neural networks: A differentiable dose volume histogram and adversarial inspired framework for generating Pareto optimal dose distributions in radiation therapy. CoRR (2019)
Dan Nguyen, Azar Sadeghnejad-Barkousaraie, Chenyang Shen, Xun Jia, Steve B. Jiang
Generating Pareto Optimal Dose Distributions for Radiation Therapy Treatment Planning. MICCAI (6) (2019)
Xun Jia, Lei Qian, Guiming Wu, Dong Wu, Xianghui Xie
FPGA应用于高性能计算的研究现状和未来挑战 (Research Advances and Future Challenges of FPGA-based High Performance Computing). 计算机科学 46 (11) (2019)
Jianhui Ma, Ti Bai, Dan Nguyen, Michael Folkerts, Xun Jia, Weiguo Lu, Linghong Zhou, Steve B. Jiang
Individualized 3D Dose Distribution Prediction Using Deep Learning. AIRT@MICCAI (2019)
Xiang-Hui Xie, Xun Jia
Exploring high-performance processor architecture beyond the exascale. Frontiers Inf. Technol. Electron. Eng. 19 (10) (2018)
Bin Li, Chenyang Shen, Yujie Chi, Ming Yang, Yifei Lou, Linghong Zhou, Xun Jia
Multienergy Cone-Beam Computed Tomography Reconstruction with a Spatial Spectral Nonlocal Means Algorithm. SIAM J. Imaging Sci. 11 (2) (2018)
Chenyang Shen, Yesenia Gonzalez, Liyuan Chen, Steve B. Jiang, Xun Jia
Intelligent Parameter Tuning in Optimization-Based Iterative CT Reconstruction via Deep Reinforcement Learning. IEEE Trans. Medical Imaging 37 (6) (2018)
Dan Nguyen, Xun Jia, David J. Sher, Mu-Han Lin, Zohaib Iqbal, Hui Liu, Steve B. Jiang
Three-Dimensional Radiotherapy Dose Prediction on Head and Neck Cancer Patients with a Hierarchically Densely Connected U-net Deep Learning Architecture. CoRR (2018)
Hao Gong, Bin Li, Xun Jia, Guohua Cao
Physics Model-Based Scatter Correction in Multi-Source Interior Computed Tomography. IEEE Trans. Medical Imaging 37 (2) (2018)
Dan Nguyen, Troy Long, Xun Jia, Weiguo Lu, Xuejun Gu, Zohaib Iqbal, Steve B. Jiang
Dose Prediction with U-net: A Feasibility Study for Predicting Dose Distributions from Contours using Deep Learning on Prostate IMRT Patients. CoRR (2017)
Chenyang Shen, Yesenia Gonzalez, Liyuan Chen, Steve B. Jiang, Xun Jia
Intelligent Parameter Tuning in Optimization-based Iterative CT Reconstruction via Deep Reinforcement Learning. CoRR (2017)
Ti Bai, Hao Yan, Xun Jia, Steve B. Jiang, Ge Wang, Xuanqin Mou
Z-Index Parameterization for Volumetric CT Image Reconstruction via 3-D Dictionary Learning. IEEE Trans. Medical Imaging 36 (12) (2017)
Xun Jia, Guiming Wu, Xianghui Xie
A High-Performance Accelerator for Floating-Point Matrix Multiplication. ISPA/IUCC (2017)
Jian-Feng Cai, Xun Jia, Hao Gao, Steve B. Jiang, Zuowei Shen, Hongkai Zhao
Cine Cone Beam CT Reconstruction Using Low-Rank Matrix Factorization: Algorithm and a Proof-of-Principle Study. IEEE Trans. Medical Imaging 33 (8) (2014)
Yifei Lou, Tianye Niu, Xun Jia, Patricio A. Vela, Lei Zhu, Allen R. Tannenbaum
Joint CT/CBCT deformable registration and CBCT enhancement for cancer radiotherapy. Medical Image Anal. 17 (3) (2013)
Li-Tien Cheng, Bin Dong, Chunhua Men, Xun Jia, Steve B. Jiang
Binary Level-Set Shape Optimization Model and Algorithm for Volumetric Modulated Arc Therapy in Radiotherapy Treatment. SIAM J. Sci. Comput. 35 (6) (2013)
Xun Jia, Yifei Lou, Bin Dong, Zhen Tian, Steve B. Jiang
4D Computed Tomography Reconstruction from Few-Projection Data via Temporal Non-local Regularization. MICCAI (1) (2010)
Ruijiang Li, Xun Jia, John H. Lewis, Xuejun Gu, Michael Folkerts, Chunhua Men, Steve B. Jiang
Single-Projection Based Volumetric Image Reconstruction and 3D Tumor Localization in Real Time for Lung Cancer Radiotherapy. MICCAI (3) (2010)
Xun Jia, Yifei Lou, Ruijiang Li, Xuejun Gu, John Levis, Steve B. Jiang
A Dynamic CT Image Reconstruction Method by Inducing Prior Information from PCA Analysis. ICMLA (2009)