X. Jia

X. Jia, W. Lu, Y. Shao, 2016, 2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD).

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

Steve B. Jiang, X. Jia, M. Zarepisheh, 2012, Medical physics.

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.

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

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

GPU-based high-performance computing for radiation therapy

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

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

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

GPU-based fast Monte Carlo dose calculation for proton therapy

Steve B. Jiang, Steve B Jiang, Harald Paganetti, 2012, Physics in medicine and biology.

Balancing Robustness and Responsiveness in a Real-time Indoor Location System using Bluetooth Low Energy Technology and Deep Learning to Facilitate Clinical Applications pdf

Xun Jia, Chenyang Shen, Steve Jiang, 2019, ArXiv.

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

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

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.

Comprehensive analysis of proton range uncertainties related to stopping-power-ratio estimation using dual-energy CT imaging

X Jia, X. Duan, X. Jia, 2017, Physics in medicine and biology.

Accelerated Monte Carlo simulation on the chemical stage in water radiolysis using GPU

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

Upfront radiotherapy with brachytherapy for medically inoperable and unresectable patients with high-risk endometrial cancer.

X. Jia, K. Albuquerque, B. Hrycushko, 2020, Brachytherapy.

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

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

Automatic treatment plan re-optimization for adaptive radiotherapy guided with the initial plan DVHs

Linghong Zhou, Steve B. Jiang, Xun Jia, 2013, Physics in medicine and biology.

An analytic linear accelerator source model for GPU-based Monte Carlo dose calculations

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

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.

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.

Investigation on using high-energy proton beam for total body irradiation (TBI).

X. Jia, N. Yue, Atif J. Khan, 2016 .

Online dosimetric evaluation of larynx SBRT: A pilot study to assess the necessity of adaptive replanning

X. Gu, X. Jia, W. Lu, 2016, Journal of applied clinical medical physics.

3D radiotherapy dose prediction on head and neck cancer patients with a hierarchically densely connected U-net deep learning architecture

Steve B. Jiang, Xun Jia, Hui Liu, 2018, Physics in medicine and biology.

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.

Low dose CT reconstruction assisted by an image manifold prior.

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

Intelligent Parameter Tuning in Optimization-Based Iterative CT Reconstruction via Deep Reinforcement Learning

Steve B. Jiang, Xun Jia, Liyuan Chen, 2017, IEEE Transactions on Medical Imaging.

4DCT and 4D Cone-Beam CT Reconstruction Using Temporal Regularizations

Steve B. Jiang, Steve Jiang, Xun Jia, 2015 .

Iterative Cone-Beam CT Reconstruction on GPUs

Steve B. Jiang, Xun Jia, Steve Jiang, 2015 .

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

Xun Jia, Chenyang Shen, Yesenia Gonzalez, 2019, 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.

Synergizing medical imaging and radiotherapy with deep learning

Pingkun Yan, Hongming Shan, Yunyao Li, 2020, Mach. Learn. Sci. Technol..

TU‐E‐BRB‐05: Real‐Time Dose Reconstruction for Treatment Monitoring

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

GPU-based iterative cone-beam CT reconstruction using tight frame regularization

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

A review of GPU-based medical image reconstruction.

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.

On the robustness of deep learning-based lung-nodule classification for CT images with respect to image noise

Steve B. Jiang, Xun Jia, Liyuan Chen, 2020, Physics in medicine and biology.

Motion-compensated reconstruction for limited-angle multiphase cardiac CT

Xun Jia, Lifeng Yu, Cong Zhao, 2018, Medical Imaging.

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

Steve B. Jiang, Xun Jia, Chenyang Shen, 2019, Medical physics.

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

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

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

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

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.

GPU-based Fast Low Dose Cone Beam CT Reconstruction via Total Variation

Steve B. Jiang, Xun Jia, Ruijiang Li, 2010, 1001.0599.

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.

Joint CT/CBCT deformable registration and CBCT enhancement for cancer radiotherapy

Xun Jia, Patricio A. Vela, Lei Zhu, 2013, Medical Image Anal..

Noise Entangled GAN For Low-Dose CT Simulation pdf

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

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.

Modeling parameterized geometry in GPU-based Monte Carlo particle transport simulation for radiotherapy

Xun Jia, Zhen Tian, Yujie Chi, 2016, Physics in medicine and biology.

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.

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.

A new method to reconstruct intra-fractional prostate motion in volumetric modulated arc therapy

X Jia, Y Chi, N H Rezaeian, 2017, Physics in medicine and biology.

Volumetric Computed Tomography Reconstruction with Dictionary Learning

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

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.

gPET: a GPU-based, accurate and efficient Monte Carlo simulation tool for PET

Xun Jia, Mingwu Jin, Yiping Shao, 2019, Physics in medicine and biology.

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.

Low-dose 4DCT reconstruction via temporal nonlocal means.

Steve B. Jiang, X. Jia, Z. Tian, 2010, Medical physics.

A Novel Markerless Lung Tumor-Tracking Method Using Treatment MV Beam Imaging

Sergey Bereg, Weiguo Lu, Weihua Mao, 2018, Applied Sciences.

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.

4D Computed Tomography Reconstruction from Few-Projection Data via Temporal Non-local Regularization

Steve B. Jiang, Xun Jia, Bin Dong, 2010, MICCAI.

A contour-guided deformable image registration algorithm for adaptive radiotherapy

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

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.

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.

Comparison of three undersampling approaches in computed tomography reconstruction.

Xun Jia, Michael K. Ng, Tieyong Zeng, 2019, Quantitative imaging in medicine and surgery.

Dosimetric comparison of rectal-sparing capabilities of rectal balloon vs injectable spacer gel in stereotactic body radiation therapy for prostate cancer: lessons learned from prospective trials.

M. Zelefsky, R. Hannan, Y. Lotan, 2017, Medical dosimetry : official journal of the American Association of Medical Dosimetrists.

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.

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.

Effect of statistical fluctuation in Monte Carlo based photon beam dose calculation on gamma index evaluation

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

SPARE: SPArse-view REconstruction challenge for 4D cone-beam CT from a one-minute scan.

Bin Li, Xun Jia, Paul Keall, 2019, Medical physics.

Ultrafast treatment plan optimization for volumetric modulated arc therapy (VMAT).

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

Intelligent inverse treatment planning via deep reinforcement learning, a proof-of-principle study in high dose-rate brachytherapy for cervical cancer

Steve B. Jiang, Xun Jia, Liyuan Chen, 2018, Physics in medicine and biology.

An Analytic Linear Accelerator Source Model for Monte Carlo Dose Calculations. I. Model Representation and Construction

Steve B. Jiang, X. Jia, Z. Tian, 2015, 1503.01724.

An Analytic Linear Accelerator Source Model for Monte Carlo dose calculations. II. Model Utilization in a GPU-based Monte Carlo Package and Automatic Source Commissioning

Steve B. Jiang, X. Jia, Z. Tian, 2015, 1503.01725.

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

Xun Jia, Shih-Hao Hung, Min-Yu Tsai, 2020, RACS.

Optimal energy selection for proton stopping-power-ratio estimation using dual-energy CT-based monoenergetic imaging

X. Duan, X. Jia, Ming Yang, 2019, Physics in medicine and biology.

Operating a Treatment Planning System using a Deep-Reinforcement-Learning based Virtual Treatment Planner for Prostate Cancer Intensity-Modulated Radiation Therapy Treatment Planning.

Steve B. Jiang, Xun Jia, Liyuan Chen, 2020, Medical physics.

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

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

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

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

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..

A manifold learning regularization approach to enhance 3D CT image-based lung nodule classification

Xun Jia, Liyuan Chen, Jing Wang, 2019, Int. J. Comput. Assist. Radiol. Surg..

Development of a Real-time Indoor Location System using Bluetooth Low Energy Technology and Deep Learning to Facilitate Clinical Applications.

Steve B. Jiang, K. Westover, X. Jia, 2019, Medical physics.

Simultaneous needle catheter selection and dwell time optimization for preplanning of high-dose-rate brachytherapy of prostate cancer

X. Jia, Chenyang Shen, B. Hrycushko, 2020, Physics in medicine and biology.

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

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

Material elemental decomposition in dual and multi‐energy CT via a sparsity‐dictionary approach for proton stopping power ratio calculation

Xun Jia, Liyuan Chen, Bin Li, 2018, Medical physics.

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.

Advances in Automated Treatment Planning.

X. Jia, D. Nguyen, D. Sher, 2022, Seminars in radiation oncology.

Multi-GPU implementation of a VMAT treatment plan optimization algorithm.

Fei Peng, Steve B. Jiang, Xun Jia, 2015, Medical physics.

Individualized 3D Dose Distribution Prediction Using Deep Learning

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

A hierarchical deep reinforcement learning framework for intelligent automatic treatment planning of prostate cancer intensity modulated radiation therapy

X. Jia, Chenyang Shen, Liyuan Chen, 2021, Physics in medicine and biology.

Generating Pareto Optimal Dose Distributions for Radiation Therapy Treatment Planning

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

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

Xun Jia, Liyuan Chen, Chenyang Shen, 2020, Medical physics.

Optimizing global liver function in radiation therapy treatment planning

R. Ahuja, J. Dempsey, X. Jia, 2016, Physics in medicine and biology.

Joint k-TE Space Image Reconstruction and Data Fitting for T2 Mapping

X. Jia, Jie Deng, Jiaen Liu, 2023, ArXiv.

Predicting which patients may benefit from the hybrid intracavitary+interstitial needle (IC/IS) applicator for advanced cervical cancer: A dosimetric comparison and toxicity benefit analysis.

X. Jia, A. Owrangi, K. Albuquerque, 2020, Brachytherapy.

Multi-GPU Cone-Beam CT Reconstruction

Steve B. Jiang, Steve Jiang, Xun Jia, 2015 .

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.

Fast Monte Carlo simulation for patient-specific CT/CBCT imaging dose calculation

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

GPU-based iterative cone-beam CT reconstruction using tight frame regularization

Steve B. Jiang, X. Jia, Y. Lou, 2010, Physics in medicine and biology.

Graphics Processing Unit-Based High Performance Computing in Radiation Therapy

Steve B. Jiang, X. Jia, C. Men, 2015 .

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

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

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

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

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

Steve B. Jiang, X. Gu, X. Jia, 2017, Scientific Reports.

An analytic linear accelerator source model for GPU-based Monte Carlo dose calculations

Steve B. Jiang, X. Jia, Z. Tian, 2015, Physics in medicine and biology.

A GPU OpenCL based cross-platform Monte Carlo dose calculation engine (goMC)

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

A GPU-based Implementation of Multimodal Deformable Image Registration Based on Mutual Information or Bhattacharyya Distance

X. Gu, X. Jia, Y. Lou, 2011, The insight journal.

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

X. Jia, L. Mell, Y. Graves, 2015, Medical physics.