+
|
Mathematical Modeling of the Synergetic Effect between Radiotherapy and Immunotherapy
|
2024
|
Yixun Xing
Casey Moore
Debabrata Saha
Dan Nguyen
MaryLena Bleile
Xun Jia
Robert Timmerman
Hao Peng
Steve Jiang
|
+
|
Joint k-TE Space Image Reconstruction and Data Fitting for T2 Mapping
|
2023
|
Yan Dai
Xun Jia
Yen-Peng Liao
Jiaen Liu
Jie Deng
|
+
|
Experimental and Numerical Investigations on Robustness of a Deep Neural Network-based Multi-class Classification Model of CT Images with respect to Image Noise
|
2023
|
Yuting Peng
ChenâYang Shen
Yesenia GonzĂĄlez
Gao Yin
Xun Jia
|
+
|
Top-level Design and Simulated Performance of the First Portable CT-MR scanner
|
2022
|
Yuting Peng
Mengzhou Li
Jace Grandinetti
Ge Wang
Xun Jia
|
+
PDF
Chat
|
Top-Level Design and Simulated Performance of the First Portable CT-MR Scanner
|
2022
|
Yuting Peng
Mengzhou Li
Jace Grandinetti
Ge Wang
Xun Jia
|
+
PDF
Chat
|
A feasibility study on deep learningâbased individualized 3D dose distribution prediction
|
2021
|
Jianhui Ma
Dan Nguyen
Ti Bai
Michael Folkerts
Xun Jia
Weiguo Lu
Linghong Zhou
Steve Jiang
|
+
PDF
Chat
|
Improving efficiency of training a virtual treatment planner network via knowledgeâguided deep reinforcement learning for intelligent automatic treatment planning of radiotherapy
|
2021
|
Chenyang Shen
Liyuan Chen
Yesenia Gonzalez
Xun Jia
|
+
|
Noise Entangled GAN For Low-Dose CT Simulation
|
2021
|
Chuang Niu
Ge Wang
Pingkun Yan
Juergen Hahn
Youfang Lai
Xun Jia
Arjun Krishna
Klaus Mueller
Andreu Badal
Kyle J. Myers
|
+
|
Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning
|
2021
|
Arjun Krishna
Kedar Bartake
Chuang Niu
Ge Wang
Youfang Lai
Xun Jia
Klaus Mueller
|
+
|
Using reinforcement learning to design an AI assistantfor a satisfying co-op experience
|
2021
|
Ajay Krishnan
Niranj Jyothish
Xun Jia
|
+
|
Interactive Treatment Planning in High Dose-Rate Brachytherapy for Gynecological Cancer
|
2021
|
Huan Liu
Michael Chang
Xun Jia
Chenyang Shen
Peter Klages
Kevin Albuquerque
|
+
|
Experimental and numerical studies on kV scattered x-ray imaging for real-time image guidance in radiation therapy
|
2020
|
Yanqi Huang
Kai Yang
Youfang Lai
Huan Liu
Chenyang Shen
Yuncheng Zhong
Yiping Shao
Xinhua Li
Bob Liu
Xun Jia
|
+
PDF
Chat
|
Development of a realâtime indoor location system using bluetooth low energy technology and deep learning to facilitate clinical applications
|
2020
|
Guanglin Tang
Yulong Yan
Chenyang Shen
Xun Jia
Meyer Zinn
Zipalkumar Trivedi
Alicia Yingling
Kenneth D. Westover
Steve Jiang
|
+
|
Experimental and numerical studies on kV scattered x-ray imaging for real-time image guidance in radiation therapy
|
2020
|
Yanqi Huang
Kai Yang
Youfang Lai
Huan Liu
Chenyang Shen
Yuncheng Zhong
Yiping Shao
Xinhua Li
Bob Liu
Xun Jia
|
+
PDF
Chat
|
Incorporating human and learned domain knowledge into training deep neural networks: A differentiable doseâvolume histogram and adversarial inspired framework for generating Pareto optimal dose distributions in radiation therapy
|
2019
|
Dan Nguyen
Rafe McBeth
Azar Sadeghnejad Barkousaraie
Gyanendra Bohara
Chenyang Shen
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
Intelligent inverse treatment planning via deep reinforcement learning, a proof-of-principle study in high dose-rate brachytherapy for cervical cancer
|
2019
|
Chenyang Shen
Yesenia Gonzalez
Peter Klages
Nan Qin
Hyunuk Jung
Liyuan Chen
Dan Nguyen
Steve Jiang
Xun Jia
|
+
PDF
Chat
|
A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning
|
2019
|
Dan Nguyen
Troy Long
Xun Jia
Weiguo Lu
Xuejun Gu
Zohaib Iqbal
Steve Jiang
|
+
PDF
Chat
|
3D radiotherapy dose prediction on head and neck cancer patients with a hierarchically densely connected U-net deep learning architecture
|
2019
|
Dan Nguyen
Xun Jia
David J. Sher
Mu-Han Lin
Zohaib Iqbal
Hui Liu
Steve Jiang
|
+
|
Generating Pareto optimal dose distributions for radiation therapy treatment planning
|
2019
|
Dan Nguyen
Azar Sadeghnejad Barkousaraie
Chenyang Shen
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
Generating Pareto Optimal Dose Distributions for Radiation Therapy Treatment Planning
|
2019
|
Dan Nguyen
Azar Sadeghnejad Barkousaraie
Chenyang Shen
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
A New Standard DNA Damage (SDD) Data Format
|
2018
|
Jan Schuemann
Aimee L. McNamara
John W. Warmenhoven
Nicholas T. Henthorn
K.J. Kirkby
Michael J. Merchant
Samuel Ingram
Harald Paganetti
Kathryn D. Held
JosĂ© RamosâMĂ©ndez
|
+
PDF
Chat
|
Intelligent Parameter Tuning in Optimization-Based Iterative CT Reconstruction via Deep Reinforcement Learning
|
2018
|
Chenyang Shen
Yesenia Gonzalez
Liyuan Chen
Steve Jiang
Xun Jia
|
+
|
Low dose CT reconstruction assisted by an image manifold prior
|
2018
|
Guoyang Ma
ChenâYang Shen
Xun Jia
|
+
|
Dose Prediction with U-net: A Feasibility Study for Predicting Dose Distributions from Contours using Deep Learning on Prostate IMRT Patients.
|
2017
|
Dan Nguyen
Troy Long
Xun Jia
Weiguo Lu
Xuejun Gu
Zohaib Iqbal
Steve Jiang
|
+
|
Intelligent Parameter Tuning in Optimization-based Iterative CT Reconstruction via Deep Reinforcement Learning
|
2017
|
Chenyang Shen
Yesenia Gonzalez
Liyuan Chen
Steve Jiang
Xun Jia
|
+
|
A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning
|
2017
|
Dan Nguyen
Troy Long
Xun Jia
Weiguo Lu
Xuejun Gu
Zohaib Iqbal
Steve Jiang
|
+
PDF
Chat
|
SUâEâTâ112: An OpenCLâBased CrossâPlatform Monte Carlo Dose Engine (oclMC) for Coupled PhotonâElectron Transport
|
2015
|
Zhen Tian
Feng Shi
Michael Folkerts
Nan Qin
Steve Jiang
Xun Jia
|
+
PDF
Chat
|
Multi-GPU implementation of a VMAT treatment plan optimization algorithm
|
2015
|
Zhen Tian
Fei Peng
Michael Folkerts
Jun Tan
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
A method for volumetric imaging in radiotherapy using single xâray projection
|
2015
|
Yuan Xu
Hao Yan
Luo Ouyang
Jing Wang
Linghong Zhou
Laura Cerviño
Steve Jiang
Xun Jia
|
+
|
An Analytic Linear Accelerator Source Model for Monte Carlo Dose Calculations. I. Model Representation and Construction
|
2015
|
Zhen Tian
Yongbao Li
Michael Folkerts
Xun Jia
Steve Jiang
Feng Shi
|
+
|
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
|
2015
|
Zhen Tian
Michael Folkerts
Yongbao Li
Feng Shi
Steve Jiang
Xun Jia
|
+
PDF
Chat
|
A multicriteria framework with voxelâdependent parameters for radiotherapy treatment plan optimization
|
2014
|
Masoud Zarepisheh
A UribeâSanchez
Nan Li
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
Comprehensive evaluations of cone-beam CT dose in image-guided radiation therapy via GPU-based Monte Carlo simulations
|
2014
|
Davide Montanari
E.G. Scolari
Chiara Silvestri
Yan Jiang Graves
Hao Yan
Laura Cerviño
R Rice
Steve Jiang
Xun Jia
|
+
PDF
Chat
|
GPU-based Monte Carlo radiotherapy dose calculation using phase-space sources
|
2013
|
R Townson
Xun Jia
Zhen Tian
Yan Jiang Graves
Sergei Zavgorodni
Steve Jiang
|
+
|
SU-E-CAMPUS-T-02: Selecting Reference Patients for Automatic Treatment Planning Using Multiple Geometrical Features
|
2013
|
Mahmood Karimi
N Li
Masoud Zarepisheh
Laura Cerviño
Xun Jia
Kevin L. Moore
Steve Jiang
|
+
PDF
Chat
|
A contour-guided deformable image registration algorithm for adaptive radiotherapy
|
2013
|
Xuejun Gu
Bin Dong
Jing Wang
John S. Yordy
Loren K. Mell
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
Effect of statistical fluctuation in Monte Carlo based photon beam dose calculation on gamma index evaluation
|
2013
|
Yan Jiang Graves
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
Extracting respiratory signals from thoracic cone beam CT projections
|
2013
|
Hao Yan
Xiaoyu Wang
Wotao Yin
Tinsu Pan
Moiz Ahmad
Xuanqin Mou
Laura Cerviño
Xun Jia
Steve Jiang
|
+
|
The fixed-point iteration method for IMRT optimization with truncated dose deposition coefficient matrix
|
2013
|
Zhen Tian
Masoud Zarepisheh
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
A GPU tool for efficient, accurate, and realistic simulation of cone beam CT projections
|
2012
|
Xun Jia
Hao Yan
Laura Cerviño
Michael Folkerts
Steve Jiang
|
+
PDF
Chat
|
Optimal surface marker locations for tumor motion estimation in lung cancer radiotherapy
|
2012
|
Bin Dong
Yan Jiang Graves
Xun Jia
Steve Jiang
|
+
|
A Multi-Criteria Framework with Voxel-Dependent Parameters for Radiotherapy Treatment Plan Optimization
|
2012
|
Masoud Zarepisheh
A UribeâSanchez
Nan Li
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
CT to cone-beam CT deformable registration with simultaneous intensity correction
|
2012
|
Xin Zhen
Xuejun Gu
Hao Yan
Linghong Zhou
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
Fourâdimensional cone beam CT reconstruction and enhancement using a temporal nonlocal means method
|
2012
|
Xun Jia
Zhen Tian
Yifei Lou
JanâJakob Sonke
Steve Jiang
|
+
|
Effect of Statistical Fluctuation in Monte Carlo Dose Calculation on Gamma Index Evaluation
|
2012
|
Yan Jiang Graves
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
WE-E-213CD-04: CT to Cone-Beam CT Deformable Registration With Simultaneous Intensity Correction
|
2012
|
Xin Zhen
Hui Yan
Xuejun Gu
L Zhou
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
A comprehensive study on the relationship between the image quality and imaging dose in low-dose cone beam CT
|
2012
|
Hao Yan
Laura Cerviño
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
Fast Monte Carlo simulation for patient-specific CT/CBCT imaging dose calculation
|
2012
|
Xun Jia
Hao Yan
Xuejun Gu
Steve Jiang
|
+
|
Cine cone beam CT reconstruction using low-rank matrix factorization: algorithm and a proof-of-princple study
|
2012
|
JianâFeng Cai
Xun Jia
Hao Gao
Steve Jiang
Zuowei Shen
Hongkai Zhao
|
+
|
A Multi-Criteria Framework with Voxel-Dependent Parameters for Radiotherapy Treatment Plan Optimization
|
2012
|
Masoud Zarepisheh
A UribeâSanchez
Nan Li
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
GPU-based fast Monte Carlo simulation for radiotherapy dose calculation
|
2011
|
Xun Jia
Xuejun Gu
Yan Jiang Graves
Michael Folkerts
Steve Jiang
|
+
PDF
Chat
|
Beam orientation optimization for intensity modulated radiation therapy using adaptive<i>l</i><sub>2,1</sub>-minimization
|
2011
|
Xun Jia
Chunhua Men
Yifei Lou
Steve Jiang
|
+
PDF
Chat
|
On a PCA-based lung motion model
|
2011
|
Ruijiang Li
John H. Lewis
Xun Jia
Tianyu Zhao
Weifeng Liu
Sara Wuenschel
James Lamb
Deshan Yang
Daniel A. Low
Steve Jiang
|
+
PDF
Chat
|
Low-dose CT reconstruction via edge-preserving total variation regularization
|
2011
|
Zhen Tian
Xun Jia
Kehong Yuan
Tinsu Pan
Steve Jiang
|
+
PDF
Chat
|
GPU-based iterative cone-beam CT reconstruction using tight frame regularization
|
2011
|
Xun Jia
Bin Dong
Yifei Lou
Steve Jiang
|
+
PDF
Chat
|
A GPU-based finite-size pencil beam algorithm with 3D-density correction for radiotherapy dose calculation
|
2011
|
Xuejun Gu
Urszula Jelen
Jinsheng Li
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
3D tumor localization through real-time volumetric x-ray imaging for lung cancer radiotherapy
|
2011
|
Ruijiang Li
John H. Lewis
Xun Jia
Xuejun Gu
Michael Folkerts
Chunhua Men
William Y. Song
Steve Jiang
|
+
PDF
Chat
|
Lowâdose 4DCT reconstruction via temporal nonlocal means
|
2011
|
Zhen Tian
Xun Jia
Bin Dong
Yifei Lou
Steve Jiang
|
+
PDF
Chat
|
GPU-based fast gamma index calculation
|
2011
|
Xuejun Gu
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
GPU-based fast low-dose cone beam CT reconstruction via total variation
|
2011
|
Xun Jia
Yifei Lou
John H. Lewis
Ruijiang Li
Xuejun Gu
Chunhua Men
William Y. Song
Steve Jiang
|
+
PDF
Chat
|
Ultrafast treatment plan optimization for volumetric modulated arc therapy (VMAT)
|
2010
|
Chunhua Men
H. Edwin Romeijn
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
GPU-based Fast Low Dose Cone Beam CT Reconstruction via Total Variation
|
2010
|
Xun Jia
Yifei Lou
R. Li
John H. Lewis
C Men
Xuejun Gu
W. Y. Song
S Jiang
|
+
PDF
Chat
|
GPU-based ultra-fast direct aperture optimization for online adaptive radiation therapy
|
2010
|
Chunhua Men
Xun Jia
Steve Jiang
|
+
PDF
Chat
|
WE-E-201B-01: GPU-Based Fast Cone Beam CT Reconstruction from Undersampled and Noisy Projection Data Via Total Variation
|
2010
|
Xun Jia
Yifei Lou
John H. Lewis
R Li
Xuejun Gu
C Men
William Y. Song
Steve Jiang
|
+
PDF
Chat
|
Realâtime volumetric image reconstruction and 3D tumor localization based on a single xâray projection image for lung cancer radiotherapy
|
2010
|
Ruijiang Li
Xun Jia
John H. Lewis
Xuejun Gu
Michael Folkerts
Chunhua Men
Steve Jiang
|
+
PDF
Chat
|
Development of a GPU-based Monte Carlo dose calculation code for coupled electronâphoton transport
|
2010
|
Xun Jia
Xuejun Gu
Josep Sempau
Dongju Choi
A. Majumdar
Steve Jiang
|
+
PDF
Chat
|
GPU-based fast cone beam CT reconstruction from undersampled and noisy projection data via total variation
|
2010
|
Xun Jia
Yifei Lou
Ruijiang Li
William Y. Song
Steve Jiang
|
+
|
GPU-based Cone Beam CT Reconstruction via Total Variation Regularization
|
2010
|
Xun Jia
Yifei Lou
John H. Lewis
Ruijiang Li
Xuejun Gu
Chunhua Men
Steve Jiang
|
+
|
GPU-based Fast Low-dose Cone Beam CT Reconstruction via Total Variation
|
2010
|
Xun Jia
Yifei Lou
John H. Lewis
Ruijiang Li
Xuejun Gu
Chunhua Men
William Y. Song
Steve Jiang
|