Xun Jia

Xun Jia, Philippe Després, X. Jia, 2017, Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics.

TU‐A‐213CD‐01: GDRR: A GPU Tool for Cone‐Beam CT Projection Simulations

Xun Jia, Steve B Jiang, H Yan, 2012 .

A new approach to integrate GPU-based Monte Carlo simulation into inverse treatment plan optimization for proton therapy

Steve B. Jiang, Xun Jia, Ting Song, 2017, Physics in medicine and biology.

Automated high-dose rate brachytherapy treatment planning for a single-channel vaginal cylinder applicator.

Xun Jia, Yujie Chi, Jun Tan, 2017, Physics in medicine and biology.

3D-2D Deformable Image Registration Using Feature-Based Nonuniform Meshes

Xun Jia, Xiaohu Guo, Jing Wang, 2016, BioMed research international.

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

Xun Jia, Yifei Lou, Yan Cao, 2019, MIUA.

GPU-based fast cone beam CT reconstruction from undersampled and noisy projection data via total variation.

Steve B. Jiang, Xun Jia, Ruijiang Li, 2010, Medical physics.

A practical cone-beam CT scatter correction method with optimized Monte Carlo simulations for image-guided radiation therapy

Hao Yan, Luo Ouyang, Linghong Zhou, 2015, Physics in medicine and biology.

A DVH-guided IMRT optimization algorithm for automatic treatment planning and adaptive radiotherapy replanning.

Xun Jia, Masoud Zarepisheh, Zhen Tian, 2014, Medical physics.

Multienergy element‐resolved cone beam CT (MEER‐CBCT) realized on a conventional CBCT platform

Bin Li, Xun Jia, Chenyang Shen, 2018, Medical physics.

Point/counterpoint. GPU technology is the hope for near real-time Monte Carlo dose calculations.

Xun Jia, Colin G Orton, X George Xu, 2015, Medical physics.

WE‐B‐BRA‐01: GPU‐Based Ultra Fast Direct Aperture Optimization in IMRT Treatment Planning

Xun Jia, Chunhua Men, Xuejun Gu, 2010 .

TU-AB-201-02: An Automated Treatment Plan Quality Assurance Program for Tandem and Ovoid High Dose-Rate Brachytherapy

Xun Jia, Jun Tan, Ming Yang, 2015 .

SU‐E‐T‐242: A Gateway for GPU Computations in Radiotherapy

Xun Jia, M Folkerts, Steve B Jiang, 2013 .

A multicriteria framework with voxel-dependent parameters for radiotherapy treatment plan optimization.

Xun Jia, Masoud Zarepisheh, Nan Li, 2014, Medical physics.

A plan quality classifier derived with overlap-wall-histogram of hollow organs for automatic IMRT plan quality control of prostate cancer cases

Xun Jia, Ting Song, Zhen Tian, 2014 .

Towards the clinical implementation of iterative low-dose cone-beam CT reconstruction in image-guided radiation therapy: cone/ring artifact correction and multiple GPU implementation.

Hao Yan, Steve B. Jiang, Xun Jia, 2014, Medical physics.

Generating Pareto Optimal Dose Distributions for Radiation Therapy Treatment Planning

Steve B. Jiang, Xun Jia, Chenyang Shen, 2019, MICCAI.

4D liver tumor localization using cone-beam projections and a biomechanical model.

Bin Li, Jing Wang, Xun Jia, 2019, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

GPU-Monte Carlo based fast IMRT plan optimization

Xun Jia, Zhen Tian, Steve B Jiang, 2014 .

3D tumor localization through real-time volumetric x-ray imaging for lung cancer radiotherapy.

Xun Jia, Ruijiang Li, Steve B Jiang, 2011, Medical physics.

Scatter correction based on adaptive photon path-based Monte Carlo simulation method in Multi-GPU platform

Yuan Xu, Xun Jia, Shuyu Wu, 2020, Comput. Methods Programs Biomed..

Low-dose CT simulation with a generative adversarial network

Xun Jia, Uwe Kruger, Hongming Shan, 2019 .

Development of a GPU-based Monte Carlo dose calculation code for coupled electron–photon transport

Steve B. Jiang, Xun Jia, Steve B Jiang, 2009, Physics in medicine and biology.

Extracting respiratory signals from thoracic cone beam CT projections

Hao Yan, Steve B. Jiang, Xun Jia, 2012, Physics in medicine and biology.

A High-Performance Accelerator for Floating-Point Matrix Multiplication

Xun Jia, Xiang-Hui Xie, Guiming Wu, 2017, 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC).

Single-Projection Based Volumetric Image Reconstruction and 3D Tumor Localization in Real Time for Lung Cancer Radiotherapy

Steve B. Jiang, Xun Jia, Ruijiang Li, 2010, MICCAI.

Volumetric Computed Tomography Reconstruction with Dictionary Learning

Xi Chen, Hao Yan, Steve B. Jiang, 2017 .

A hybrid reconstruction algorithm for fast and accurate 4D cone-beam CT imaging.

Hao Yan, Steve B. Jiang, Xun Jia, 2014, Medical physics.

A GPU tool for efficient, accurate, and realistic simulation of cone beam CT projections.

Hao Yan, Xun Jia, Steve B Jiang, 2012, Medical physics.

Z-Index Parameterization for Volumetric CT Image Reconstruction via 3-D Dictionary Learning

Steve B. Jiang, Xun Jia, Xuanqin Mou, 2017, IEEE Transactions on Medical Imaging.

Real-time volumetric image reconstruction and 3D tumor localization based on a single x-ray projection image for lung cancer radiotherapy.

Steve B. Jiang, Xun Jia, Ruijiang Li, 2010, Medical physics.

GPU-based Monte Carlo radiotherapy dose calculation using phase-space sources.

Xun Jia, Steve B Jiang, Zhen Tian, 2013, Physics in medicine and biology.

Low dose CT reconstruction assisted by an image manifold prior.

Xun Jia, Chenyang Shen, Guoyang Ma, 2018, 1810.12255.

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

Bin Li, Xun Jia, Liyuan Chen, 2019, Medical Imaging.

An introduction to deep learning in medical physics: advantages, potential, and challenges

Steve B. Jiang, Xun Jia, Chenyang Shen, 2020, Physics in medicine and biology.

Inter-Modality Deformable Registration

Xun Jia, Steve Jiang, 2015 .

Four-dimensional cone beam CT reconstruction and enhancement using a temporal nonlocal means method.

Xun Jia, Steve B Jiang, Yifei Lou, 2012, Medical physics.

Individualized 3D Dose Distribution Prediction Using Deep Learning

Linghong Zhou, Steve B. Jiang, Xun Jia, 2019, AIRT@MICCAI.

TU‐C‐BRB‐11: A Fast and Accurate GPU Based Patient‐Specific RapidArc QA Package

Xun Jia, Xuejun Gu, Gwe-Ya Kim, 2011 .

Physics Model-Based Scatter Correction in Multi-Source Interior Computed Tomography

Xun Jia, Guohua Cao, Bin Li, 2018, IEEE Transactions on Medical Imaging.

Validation of a GPU-based Monte Carlo code (gPMC) for proton radiation therapy: clinical cases study

Steve B. Jiang, Xun Jia, Harald Paganetti, 2015, Physics in medicine and biology.

SCORE system for online adaptive radiotherapy

Xun Jia, Fei Peng, Zhen Tian, 2015 .

Digitally Reconstructed Radiographs

Xun Jia, Steve Jiang, 2015 .

A Dynamic CT Image Reconstruction Method by Inducing Prior Information from PCA Analysis

Steve B. Jiang, Xun Jia, Ruijiang Li, 2009, 2009 International Conference on Machine Learning and Applications.

Graphics Processing Unit-Based High Performance Computing in Radiation Therapy

Xun Jia, Steve B Jiang, 2015 .

Beam orientation optimization for intensity modulated radiation therapy using adaptive l2,1-minimization

Steve B. Jiang, Xun Jia, Steve B Jiang, 2011, Physics in medicine and biology.

Multienergy Cone-Beam Computed Tomography Reconstruction with a Spatial Spectral Nonlocal Means Algorithm

Bin Li, Ming Yang, Linghong Zhou, 2018, SIAM J. Imaging Sci..

GPU-based ultra-fast direct aperture optimization for online adaptive radiation therapy

Steve B. Jiang, Xun Jia, Steve B Jiang, 2010, Physics in medicine and biology.

Recent developments and comprehensive evaluations of a GPU-based Monte Carlo package for proton therapy

Steve B. Jiang, Xun Jia, Steve B Jiang, 2016, Physics in medicine and biology.

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

Xun Jia, Tianye Niu, Xue Dong, 2012, Medical Imaging.

Semi-automatic sigmoid colon segmentation in CT for radiation therapy treatment planning via an iterative 2.5-D deep learning approach

Steve B. Jiang, Xun Jia, Chenyang Shen, 2020, Medical Image Anal..

TH‐D‐BRB‐09: Development of a GPU‐Based Monte Carlo Dose Calculation Code for Coupled Electron‐Photon Transport

Xun Jia, Xuejun Gu, Steve B Jiang, 2010 .

Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning pdf

Xun Jia, Klaus Mueller, Chuang Niu, 2021, ArXiv.

Improving Efficiency of Training a Virtual Treatment Planner Network via Knowledge-guided Deep Reinforcement Learning for Intelligent Automatic Treatment Planning of Radiotherapy.

Xun Jia, Chenyang Shen, Yesenia Gonzalez, 2021, Medical physics.

Noise Entangled GAN For Low-Dose CT Simulation pdf

Xun Jia, Klaus Mueller, Rongping Zeng, 2021, ArXiv.

A deformable head and neck phantom with in-vivo dosimetry for adaptive radiotherapy quality assurance.

Steve B. Jiang, Xun Jia, Loren Mell, 2015, Medical physics.

A hybrid metal artifact reduction algorithm for x-ray CT.

Steve B. Jiang, Xun Jia, Xuanqin Mou, 2013, Medical physics.

Comprehensive evaluations of cone-beam CT dose in image-guided radiation therapy via GPU-based Monte Carlo simulations.

Xun Jia, Steve B Jiang, Laura Cervino, 2014, Physics in medicine and biology.

SU-E-T-476: GPU-Based Monte Carlo Radiotherapy Dose Calculation Using Phase- Space Sources.

Xun Jia, R Townson, S Zavgorodni, 2012, Medical physics.

Data correlation based noise level estimation for cone beam projection data.

Luo Ouyang, Xun Jia, Xuanqin Mou, 2017, Journal of X-ray science and technology.

Optimization of the geometry and speed of a moving blocker system for cone‐beam computed tomography scatter correction

Bin Li, Luo Ouyang, Xun Jia, 2017, Medical physics.

A new scheme for real-time high-contrast imaging in lung cancer radiotherapy: a proof-of-concept study

Steve B. Jiang, Xun Jia, Steve B Jiang, 2016, Physics in medicine and biology.

Patient-specific dosimetric endpoints based treatment plan quality control in radiotherapy

Linghong Zhou, Steve B. Jiang, Xun Jia, 2015, Physics in medicine and biology.

Brachytherapy Future Directions.

Xun Jia, Luc Beaulieu, Cédric Bélanger, 2020, Seminars in radiation oncology.

A Contour-guided Demons Deformable Image Registration Algorithm For Adaptive Radiotherapy

Xun Jia, Steve B Jiang, Xuejun Gu, 2011 .

TU‐C‐213CD‐07: Explore Inherent Data Structure in Thoracic CBCT Projections Using Manifold Learning

Xun Jia, Steve B Jiang, L Cervino, 2012 .

A segmentation and point-matching enhanced efficient deformable image registration method for dose accumulation between HDR CT images

Linghong Zhou, Steve B. Jiang, Xun Jia, 2015, Physics in medicine and biology.

SU‐GG‐J‐93: PCA‐Based Lung Motion Model

Xun Jia, Ruijiang Li, Steve B Jiang, 2010 .

A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning

Steve B. Jiang, Xun Jia, Xuejun Gu, 2017, Scientific Reports.

A new Monte Carlo-based treatment plan optimization approach for intensity modulated radiation therapy

Steve B. Jiang, Xun Jia, Yongbao Li, 2015, Physics in medicine and biology.

Deep-learning-assisted automatic digitization of applicators in 3D CT image-based high-dose-rate brachytherapy of gynecological cancer.

Xun Jia, Chenyang Shen, Peter Klages, 2019, Brachytherapy.

GPU-based fast low-dose cone beam CT reconstruction via total variation.

Steve B. Jiang, Xun Jia, Ruijiang Li, 2010, Journal of X-Ray Science and Technology.

Systematic analysis of the impact of imaging noise on dual-energy CT-based proton stopping power ratio estimation.

Linghong Zhou, Xun Jia, Bin Li, 2019, Medical physics.

GPU technology is the hope for near real-time Monte Carlo dose calculations: Point/Counterpoint

Xun Jia, Colin G. Orton, X. George Xu, 2015 .

Optimal surface marker locations for tumor motion estimation in lung cancer radiotherapy

Steve B. Jiang, Xun Jia, Steve B Jiang, 2012, Physics in medicine and biology.

GPU-based Iterative CT Reconstruction via Edge-preserving Total Variation Regula

Xun Jia, Tinsu Pan, Steve B Jiang, 2010 .

Mitigation of motion artifacts in CBCT of lung tumors based on tracked tumor motion during CBCT acquisition

Steve B. Jiang, Xun Jia, Ruijiang Li, 2011, Physics in medicine and biology.

Ultrafast cone-beam CT scatter correction with GPU-based Monte Carlo simulation

Luo Ouyang, Linghong Zhou, Steve B. Jiang, 2014 .

Real-time 3D Tumor Localization and Volumetric Image Reconstruction using a Single X-ray Projection Image for Lung Cancer Radiotherapy

Xun Jia, Ruijiang Li, Steve B Jiang, 2010 .

Initial development of goCMC: a GPU-oriented fast cross-platform Monte Carlo engine for carbon ion therapy

Steve B. Jiang, Xun Jia, Katia Parodi, 2017, Physics in medicine and biology.

Metropolis Monte Carlo simulation scheme for fast scattered X-ray photon calculation in CT.

Linghong Zhou, Xun Jia, Yusi Chen, 2019, Optics express.

WE‐C‐204B‐05: Real‐Time Volumetric Image Reconstruction and 3D Tumor Localization Based on a Single X‐Ray Projection Image during Lung Cancer Radiotherapy

Steve B. Jiang, Xun Jia, Ruijiang Li, 2010 .

Robust optimization for intensity‐modulated proton therapy with soft spot sensitivity regularization

Xun Jia, Ke Sheng, Daniel O'Connor, 2019, Medical physics.

X‐ray scatter correction for multi‐source interior computed tomography

Xun Jia, Guohua Cao, Hao Gong, 2017, Medical physics.

The fixed-point iteration method for IMRT optimization with truncated dose deposition coefficient matrix

Steve B. Jiang, Xun Jia, Masoud Zarepisheh, 2013 .

CT to cone-beam CT deformable registration with simultaneous intensity correction

Linghong Zhou, Steve B. Jiang, Xun Jia, 2012, Medical physics.

A new open-source GPU-based microscopic Monte Carlo simulation tool for the calculations of DNA damages caused by ionizing radiation --- Part I: Core algorithm and validation.

Xun Jia, Shih-Hao Hung, Nan Qin, 2020, Medical physics.

Progressive cone beam CT dose control in image-guided radiation therapy.

Xun Jia, Steve B Jiang, Xin Zhen, 2013, Medical physics.

SU-E-CAMPUS-T-02: Selecting Reference Patients for Automatic Treatment Planning Using Multiple Geometrical Features

Steve B. Jiang, Xun Jia, Nan Li, 2013 .

A comprehensive study on the relationship between the image quality and imaging dose in low-dose cone beam CT

Steve B. Jiang, Xun Jia, Steve B Jiang, 2011, Physics in medicine and biology.

Relationship between x-ray illumination field size and flat field intensity and its impacts on x-ray imaging.

Xun Jia, Lei Zhu, Tianye Niu, 2012, Medical physics.

3D tumor localization through real-time volumetric x-ray imaging for lung cancer radiotherapy.

Steve B. Jiang, Xun Jia, Ruijiang Li, 2011, Medical physics.

Progressive cone beam CT dose control in image-guided radiation therapy.

Steve B. Jiang, Xun Jia, Steve B Jiang, 2013, Medical physics.

Moving GPU‐OpenCL‐based Monte Carlo dose calculation toward clinical use: Automatic beam commissioning and source sampling for treatment plan dose calculation

Steve B. Jiang, Xun Jia, Yongbao Li, 2017, Journal of applied clinical medical physics.

TU‐G‐BRB‐07: Improve PTV Dose Distribution by Using Spatial Information in IMRT Optimization

Xun Jia, Steve B Jiang, A. Uribe‐sanchez, 2012 .