Xun Jia

38 papers B 1C 1Journal 29Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Towards human-centric intelligent treatment planning for radiation therapy.
npj Digit. Medicine
Adnan Jafar, Xun Jia
2025 J jnl
Actor Critic with Experience Replay-based automatic treatment planning for prostate cancer intensity modulated radiotherapy.
CoRR
Md Mainul Abrar, Parvat Sapkota, Damon Sprouts, Xun Jia, Yujie Chi
2025 J jnl
New Insights into Automatic Treatment Planning for Cancer Radiotherapy Using Explainable Artificial Intelligence.
CoRR
Md Mainul Abrar, Xun Jia, Yujie Chi
2025 J jnl
Towards Human-Centric Intelligent Treatment Planning for Radiation Therapy.
CoRR
Adnan Jafar, Xun Jia
2023 J jnl
OPO-FCM: A Computational Affection Based OCC-PAD-OCEAN Federation Cognitive Modeling Approach.
IEEE Trans. Comput. Soc. Syst.
Feng Liu, Han-Yang Wang, Siyuan Shen, Xun Jia, Jingyi Hu, Jia-Hao Zhang, Xi-Yi Wang, Ying Lei, Aimin Zhou, Jia-Yin Qi, Zhi-bin Li
2022 J jnl
Development of metaverse for intelligent healthcare.
Nat. Mac. Intell.
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
2022 B conf
High-arousal positive emotion evoking is more effective in VR than on a 2D monitor based on computational affection.
CogSci
Feng Liu, Yihao Zhou, Xun Jia, Hanyang Wang, Siyuan Shen, Aimin Zhou
2022 J jnl
Top-Level Design and Simulated Performance of the First Portable CT-MR Scanner.
IEEE Access
Yuting Peng, Mengzhou Li, Jace Grandinetti, Ge Wang, Xun Jia
2021 J jnl
Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning.
CoRR
Arjun Krishna, Kedar Bartake, Chuang Niu, Ge Wang, Youfang Lai, Xun Jia, Klaus Mueller
2021 J jnl
Noise Entangled GAN For Low-Dose CT Simulation.
CoRR
Chuang Niu, Ge Wang, Pingkun Yan, Juergen Hahn, Youfang Lai, Xun Jia, Arjun Krishna, Klaus Mueller, Andreu Badal, Kyle J. Myers, Rongping Zeng
2021 J jnl
Semi-automatic sigmoid colon segmentation in CT for radiation therapy treatment planning via an iterative 2.5-D deep learning approach.
Medical Image Anal.
Yesenia Gonzalez, Chenyang Shen, Hyunuk Jung, Dan Nguyen, Steve B. Jiang, Kevin Albuquerque, Xun Jia
2021 J jnl
Using reinforcement learning to design an AI assistantfor a satisfying co-op experience.
CoRR
Ajay Krishnan, Niranj Jyothish, Xun Jia
2020 J jnl
A manifold learning regularization approach to enhance 3D CT image-based lung nodule classification.
Int. J. Comput. Assist. Radiol. Surg.
Ying Ren, Min-Yu Tsai, Liyuan Chen, Jing Wang, Shulong Li, Yufei Liu, Xun Jia, Chenyang Shen
2020 J jnl
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
Qiang He, Xin Li, D. W. Nathan Kim, Xun Jia, Xuejun Gu, Xin Zhen, Linghong Zhou
2020 — conf
Performance Evaluation of a GPU-based Monte Carlo Simulation Package for Water Radiolysis with sub-MeV Electrons.
RACS
Min-Yu Tsai, Youfang Lai, Yujie Chi, Xun Jia, Shih-Hao Hung
2020 J jnl
Scatter correction based on adaptive photon path-based Monte Carlo simulation method in Multi-GPU platform.
Comput. Methods Programs Biomed.
Yangmei Zhang, Yusi Chen, Anni Zhong, Xun Jia, Shuyu Wu, Hongliang Qi, Linghong Zhou, Yuan Xu
2020 J jnl
Synergizing medical imaging and radiotherapy with deep learning.
Mach. Learn. Sci. Technol.
Hongming Shan, Xun Jia, Pingkun Yan, Yunyao Li, Harald Paganetti, Ge Wang
2019 — conf
A Neural Network Approach for Image Reconstruction from a Single X-Ray Projection.
MIUA
Samiha Rouf, Chenyang Shen, Yan Cao, Conner Davis, Xun Jia, Yifei Lou
2019 J jnl
Balancing Robustness and Responsiveness in a Real-time Indoor Location System using Bluetooth Low Energy Technology and Deep Learning to Facilitate Clinical Applications.
CoRR
Guanglin Tang, Yulong Yan, Chenyang Shen, Xun Jia, Meyer Zinn, Zipalkumar Trivedi, Alicia Yingling, Kenneth Westover, Steve B. Jiang
2019 J jnl
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
Xun Jia, Lei Qian, Guiming Wu, Dong Wu, Xianghui Xie
2019 — conf
Generating Pareto Optimal Dose Distributions for Radiation Therapy Treatment Planning.
MICCAI (6)
Dan Nguyen, Azar Sadeghnejad-Barkousaraie, Chenyang Shen, Xun Jia, Steve B. Jiang
2019 J jnl
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
Dan Nguyen, Rafe McBeth, Azar Sadeghnejad-Barkousaraie, Gyanendra Bohara, Chenyang Shen, Xun Jia, Steve B. Jiang
2019 — conf
Individualized 3D Dose Distribution Prediction Using Deep Learning.
AIRT@MICCAI
Jianhui Ma, Ti Bai, Dan Nguyen, Michael Folkerts, Xun Jia, Weiguo Lu, Linghong Zhou, Steve B. Jiang
2018 J jnl
Exploring high-performance processor architecture beyond the exascale.
Frontiers Inf. Technol. Electron. Eng.
Xiang-Hui Xie, Xun Jia
2018 J jnl
Intelligent Parameter Tuning in Optimization-Based Iterative CT Reconstruction via Deep Reinforcement Learning.
IEEE Trans. Medical Imaging
Chenyang Shen, Yesenia Gonzalez, Liyuan Chen, Steve B. Jiang, Xun Jia
2018 J jnl
Multienergy Cone-Beam Computed Tomography Reconstruction with a Spatial Spectral Nonlocal Means Algorithm.
SIAM J. Imaging Sci.
Bin Li, Chenyang Shen, Yujie Chi, Ming Yang, Yifei Lou, Linghong Zhou, Xun Jia
2018 J jnl
Physics Model-Based Scatter Correction in Multi-Source Interior Computed Tomography.
IEEE Trans. Medical Imaging
Hao Gong, Bin Li, Xun Jia, Guohua Cao
2018 J jnl
Three-Dimensional Radiotherapy Dose Prediction on Head and Neck Cancer Patients with a Hierarchically Densely Connected U-net Deep Learning Architecture.
CoRR
Dan Nguyen, Xun Jia, David J. Sher, Mu-Han Lin, Zohaib Iqbal, Hui Liu, Steve B. Jiang
2017 — conf
A High-Performance Accelerator for Floating-Point Matrix Multiplication.
ISPA/IUCC
Xun Jia, Guiming Wu, Xianghui Xie
2017 J jnl
Dose Prediction with U-net: A Feasibility Study for Predicting Dose Distributions from Contours using Deep Learning on Prostate IMRT Patients.
CoRR
Dan Nguyen, Troy Long, Xun Jia, Weiguo Lu, Xuejun Gu, Zohaib Iqbal, Steve B. Jiang
2017 J jnl
Intelligent Parameter Tuning in Optimization-based Iterative CT Reconstruction via Deep Reinforcement Learning.
CoRR
Chenyang Shen, Yesenia Gonzalez, Liyuan Chen, Steve B. Jiang, Xun Jia
2017 J jnl
Z-Index Parameterization for Volumetric CT Image Reconstruction via 3-D Dictionary Learning.
IEEE Trans. Medical Imaging
Ti Bai, Hao Yan, Xun Jia, Steve B. Jiang, Ge Wang, Xuanqin Mou
2014 J jnl
Cine Cone Beam CT Reconstruction Using Low-Rank Matrix Factorization: Algorithm and a Proof-of-Principle Study.
IEEE Trans. Medical Imaging
Jian-Feng Cai, Xun Jia, Hao Gao, Steve B. Jiang, Zuowei Shen, Hongkai Zhao
2013 J jnl
Binary Level-Set Shape Optimization Model and Algorithm for Volumetric Modulated Arc Therapy in Radiotherapy Treatment.
SIAM J. Sci. Comput.
Li-Tien Cheng, Bin Dong, Chunhua Men, Xun Jia, Steve B. Jiang
2013 J jnl
Joint CT/CBCT deformable registration and CBCT enhancement for cancer radiotherapy.
Medical Image Anal.
Yifei Lou, Tianye Niu, Xun Jia, Patricio A. Vela, Lei Zhu, Allen R. Tannenbaum
2010 — conf
4D Computed Tomography Reconstruction from Few-Projection Data via Temporal Non-local Regularization.
MICCAI (1)
Xun Jia, Yifei Lou, Bin Dong, Zhen Tian, Steve B. Jiang
2010 — conf
Single-Projection Based Volumetric Image Reconstruction and 3D Tumor Localization in Real Time for Lung Cancer Radiotherapy.
MICCAI (3)
Ruijiang Li, Xun Jia, John H. Lewis, Xuejun Gu, Michael Folkerts, Chunhua Men, Steve B. Jiang
2009 C conf
A Dynamic CT Image Reconstruction Method by Inducing Prior Information from PCA Analysis.
ICMLA
Xun Jia, Yifei Lou, Ruijiang Li, Xuejun Gu, John Levis, Steve B. Jiang