Jun Zhou

Department of Radiation Oncology
Associate Professor

(404) 551-2873
jun.zhou@emory.edu

Overview

Jun Zhou, PhD, serves as lead physicist at the Emory Proton Therapy Center.

Dr. Zhou earned his PhD from Tsinghua University in China. He completed his postdoctoral training as a research associate in diagnostic radiologic physics at State University of New York in Stony Brook, New York and as research postdoctoral fellow in therapeutic radiologic physics at Columbia University in New York, New York.

Academic Appointment

Associate Professor, Department of Radiation Oncology, Emory University School of Medicine

Education

Degrees

PhD from Tsinghua University

Research

Publications

Photon-counting CT in cancer radiotherapy: technological advances and clinical benefits.
Phys Med Biol Volume: 70
05/16/2025 Authors: Shah KD; Zhou J; Roper J; Dhabaan A; Al-Hallaq H; Pourmorteza A; Yang X
Gantry-based pencil beam scanning proton therapy for uveal melanoma: IMPT versus proton arc therapy.
Radiat Oncol Volume: 20 Page(s): 48
04/02/2025 Authors: Qi H; Hu L; Huang S; Lee Y-P; Yu F; Chen Q; Yang Y; Kang M; Zhai H; Vermeulen M
Evaluation and failure analysis of four commercial deep learning-based autosegmentation software for abdominal organs at risk.
J Appl Clin Med Phys Volume: 26 Page(s): e70010
04/01/2025 Authors: Fan M; Wang T; Lei Y; Patel PR; Dresser S; Ghavidel BB; Qiu RLJ; Zhou J; Luca K; Kayode O
Exploration of an adaptive proton therapy strategy using CBCT with the concept of digital twins.
Phys Med Biol Volume: 70
01/17/2025 Authors: Chang C-W; Tian Z; Qiu RLJ; Scott Mcginnis H; Bohannon D; Patel P; Wang Y; Yu DS; Patel SA; Zhou J
Photon-Counting CT in Cancer Radiotherapy: Technological Advances and Clinical Benefits.
ArXiv
12/04/2024 Authors: Shah KD; Zhou J; Roper J; Dhabaan A; Al-Hallaq H; Pourmorteza A; Yang X
Feasibility study of modularized pin ridge filter implementation in proton FLASH planning for liver stereotactic ablative body radiotherapy.
Phys Med Biol Volume: 69
12/03/2024 Authors: Ma C; Yang X; Setianegara J; Wang Y; Gao Y; Yu D; Patel P; Zhou J
Proton Therapy for Spinal Tumors: A Consensus Statement From the Particle Therapy Cooperative Group.
Int J Radiat Oncol Biol Phys Volume: 120 Page(s): 1135 - 1148
11/15/2024 Authors: Chhabra AM; Snider JW; Kole AJ; Stock M; Holtzman AL; Press R; Wang CJ; Li H; Lin H; Shi C
Deep learning-based Fast Volumetric Image Generation for Image-guided Proton Radiotherapy.
IEEE Trans Radiat Plasma Med Sci Volume: 8 Page(s): 973 - 983
11/01/2024 Authors: Chang C-W; Lei Y; Wang T; Tian S; Roper J; Lin L; Bradley J; Liu T; Zhou J; Yang X
Exploring dual energy CT synthesis in CBCT-based adaptive radiotherapy and proton therapy: application of denoising diffusion probabilistic models.
Phys Med Biol Volume: 69
10/18/2024 Authors: Viar-Hernandez D; Manuel Molina-Maza J; Pan S; Salari E; Chang C-W; Eidex Z; Zhou J; Antonio Vera-Sanchez J; Rodriguez-Vila B; Malpica N
Impact of Rectal Spacer on Toxicity Reduction in Men Treated With Proton Versus Photon Therapy.
Int J Part Ther Volume: 13 Page(s): 100111
09/01/2024 Authors: Dhere VR; Goyal S; Zhou J; Sebastian NT; Patel AB; Hanasoge S; Patel PR; Shelton J; Godette KD; Hershatter BW
CT-based synthetic iodine map generation using conditional denoising diffusion probabilistic model.
Med Phys Volume: 51 Page(s): 6246 - 6258
09/01/2024 Authors: Gao Y; Xie H; Chang C-W; Peng J; Pan S; Qiu RLJ; Wang T; Ghavidel B; Roper J; Zhou J
CT-based synthetic contrast-enhanced dual-energy CT generation using conditional denoising diffusion probabilistic model.
Phys Med Biol Volume: 69
08/02/2024 Authors: Gao Y; Qiu RLJ; Xie H; Chang C-W; Wang T; Ghavidel B; Roper J; Zhou J; Yang X
NRG Oncology and Particle Therapy Co-Operative Group Patterns of Practice Survey and Consensus Recommendations on Pencil-Beam Scanning Proton Stereotactic Body Radiation Therapy and Hypofractionated Radiation Therapy for Thoracic Malignancies.
Int J Radiat Oncol Biol Phys Volume: 119 Page(s): 1208 - 1221
07/15/2024 Authors: Liu W; Feng H; Taylor PA; Kang M; Shen J; Saini J; Zhou J; Giap HB; Yu NY; Sio TS
A Novel Inverse Algorithm To Solve the Integrated Optimization of Dose, Dose Rate, and Linear Energy Transfer of Proton FLASH Therapy With Sparse Filters.
Int J Radiat Oncol Biol Phys Volume: 119 Page(s): 957 - 967
07/01/2024 Authors: Harrison N; Kang M; Liu R; Charyyev S; Wahl N; Liu W; Zhou J; Higgins KA; Simone CB; Bradley JD
Proton 3D dose measurement with a multi-layer strip ionization chamber (MLSIC) device.
Phys Med Biol Volume: 69
06/26/2024 Authors: Zhou S; Chen Q; Haefner J; Smith W; Darafsheh A; Zhao T; Harrison NA; Zhou J; Lin L; Lu W
Author Correction: MRI-only based material mass density and relative stopping power estimation via deep learning for proton therapy: a preliminary study.
Sci Rep Volume: 14 Page(s): 14647
06/25/2024 Authors: Gao Y; Chang C-W; Mandava S; Marants R; Scholey JE; Goette M; Lei Y; Mao H; Bradley JD; Liu T
Immune System Dose With Proton Versus Photon Radiotherapy for Treatment of Locally Advanced NSCLC.
Int J Part Ther Volume: 12 Page(s): 100016
06/01/2024 Authors: Patel JS; McCall NS; Thomas M; Zhou J; Higgins KA; Bradley JD; Tian S; McDonald MW; Kesarwala AH; Stokes WA
Cardiac MRI segmentation using shifted-window multilayer perceptron mixer networks.
Phys Med Biol Volume: 69
05/30/2024 Authors: Abouei E; Pan S; Hu M; Kesarwala AH; Qiu RLJ; Zhou J; Roper J; Yang X
MRI-only based material mass density and relative stopping power estimation via deep learning for proton therapy: a preliminary study.
Sci Rep Volume: 14 Page(s): 11166
05/15/2024 Authors: Gao Y; Chang C-W; Mandava S; Marants R; Scholey JE; Goette M; Lei Y; Mao H; Bradley JD; Liu T
Diffeomorphic Transformer-based Abdomen MRI-CT Deformable Image Registration.

05/04/2024 Authors: Lei Y; Matkovic LA; Roper J; Wang T; Zhou J; Ghavidel B; McDonald M; Patel P; Yang X
A retrospective study on the investigation of potential dosimetric benefits of online adaptive proton therapy for head and neck cancer.
J Appl Clin Med Phys Volume: 25 Page(s): e14308
05/01/2024 Authors: Chang C-W; Bohannon D; Tian Z; Wang Y; Mcdonald MW; Yu DS; Liu T; Zhou J; Yang X
Streamlined pin-ridge-filter design for single-energy proton FLASH planning.
Med Phys Volume: 51 Page(s): 2955 - 2966
04/01/2024 Authors: Ma C; Zhou J; Chang C-W; Wang Y; Patel PR; Yu DS; Tian S; Yang X
The Status and Challenges for Prostate Stereotactic Body Radiation Therapy Treatments in United States Proton Therapy Centers: An NRG Oncology Practice Survey.
Int J Part Ther Volume: 11 Page(s): 100020
03/01/2024 Authors: Shen J; Taylor PA; Vargas CE; Kang M; Saini J; Zhou J; Wang P; Liu W; Simone CB; Xiao Y
Deep learning-based synthetic dose-weighted LET map generation for intensity modulated proton therapy.
Phys Med Biol Volume: 69
01/05/2024 Authors: Gao Y; Chang C-W; Pan S; Peng J; Ma C; Patel P; Roper J; Zhou J; Yang X
Initial experience and patient tolerance of proton stereotactic body radiotherapy.
J Radiosurg SBRT Volume: 9 Page(s): 121 - 128
01/01/2024 Authors: Ali N; Zhou J; Eaton BR; Switchenko JM; Cao Y; Stokes WA; Patel PR; Langen KM; Slopsema R; Bradley JD
Multimodal imaging-based material mass density estimation for proton therapy using supervised deep learning.
Br J Radiol Volume: 96 Page(s): 20220907
12/01/2023 Authors: Chang C-W; Marants R; Gao Y; Goette M; Scholey JE; Bradley JD; Liu T; Zhou J; Sudhyadhom A; Yang X
An optimized framework for cone-beam computed tomography-based online evaluation for proton therapy.
Med Phys Volume: 50 Page(s): 5375 - 5386
09/01/2023 Authors: Chang C-W; Nilsson R; Andersson S; Bohannon D; Patel SA; Patel PR; Liu T; Yang X; Zhou J
An Integrated Physical Optimization Framework for Proton Stereotactic Body Radiation Therapy FLASH Treatment Planning Allows Dose, Dose Rate, and Linear Energy Transfer Optimization Using Patient-Specific Ridge Filters.
Int J Radiat Oncol Biol Phys Volume: 116 Page(s): 949 - 959
07/15/2023 Authors: Liu R; Charyyev S; Wahl N; Liu W; Kang M; Zhou J; Yang X; Baltazar F; Palkowitsch M; Higgins K
Measurement of the time structure of FLASH beams using prompt gamma rays and secondary neutrons as surrogates.
Volume: 68
07/12/2023 Authors: Charyyev S; Liu R; Yang X; Zhou J; Dhabaan A; Dynan WS; Oancea C; Lin L
Feasibility study of hybrid inverse planning with transmission beams and single-energy spread-out Bragg peaks for proton FLASH radiotherapy.
Med Phys Volume: 50 Page(s): 3687 - 3700
06/01/2023 Authors: Ma C; Yang X; Chang C-W; Liu R; Bohannon D; Lin L; Liu T; Tian S; Zhou J
Prediction of plan adaptation in head and neck cancer proton therapy using clinical, radiographic, and dosimetric features.
Acta Oncol Volume: 62 Page(s): 627 - 634
06/01/2023 Authors: Bohannon D; Janopaul-Naylor J; Rudra S; Yang X; Chang CW; Wang Y; Ma C; Patel SA; McDonald MW; Zhou J
Reconfigurable mechano-responsive soft film for adaptive visible and infrared dual-band camouflage.
Opt Lett Volume: 48 Page(s): 2756 - 2759
05/15/2023 Authors: Zhou Z; Fang Y; Liu R; Hu R; Zhou J; Hu B
Deep learning-based protoacoustic signal denoising for proton range verification.
Biomed Phys Eng Express Volume: 9
05/12/2023 Authors: Wang J; Sohn JJ; Lei Y; Nie W; Zhou J; Avery S; Liu T; Yang X
Single energy CT-based mass density and relative stopping power estimation for proton therapy using deep learning method.
Front Oncol Volume: 13 Page(s): 1278180
01/01/2023 Authors: Gao Y; Chang C-W; Roper J; Axente M; Lei Y; Pan S; Bradley JD; Zhou J; Liu T; Yang X
Advances in treatment planning and management for the safety and accuracy of lung stereotactic body radiation therapy using proton pencil beam scanning: Simulation, planning, quality assurance, and delivery recommendations.
J Radiosurg SBRT Volume: 9 Page(s): 53 - 62
01/01/2023 Authors: Kang M; Choi JI; Souris K; Zhou J; Yu G; Shepherd AF; Ohri N; Lazarev S; Lin L; Lin H
Proton liver stereotactic body radiation therapy: Treatment techniques and dosimetry feasibility from a single institution.
J Radiosurg SBRT Volume: 9 Page(s): 33 - 42
01/01/2023 Authors: Zhou J; Kang M; Wang Y; Higgins KA; Simone CB; Patel P; McDonald MW; Lin L; Bohannon D
A component method to delineate surgical spine implants for proton Monte Carlo dose calculation.
J Appl Clin Med Phys Volume: 24 Page(s): e13800
01/01/2023 Authors: Chang C-W; Charyyev S; Harms J; Slopsema R; Wolf J; Refai D; Yoon T; McDonald MW; Bradley JD; Leng S
Early in vivo Radiation Damage Quantification for Pediatric Craniospinal Irradiation Using Longitudinal MRI for Intensity Modulated Proton Therapy.
Adv Radiat Oncol Volume: 8 Page(s): 101267
01/01/2023 Authors: Chang C-W; Goette M; Kadom N; Wang Y; Wynne J; Wang T; Liu T; Esiashvili N; Zhou J; Eaton BR
Deformable CT image registration via a dual feasible neural network.
Med Phys Volume: 49 Page(s): 7545 - 7554
12/01/2022 Authors: Lei Y; Fu Y; Tian Z; Wang T; Dai X; Roper J; Yu DS; McDonald M; Bradley JD; Liu T
Molecular-Level Zn-Ion Transfer Pump Specifically Functioning on (002) Facets Enables Durable Zn Anodes.
Small Volume: 18 Page(s): e2204713
12/01/2022 Authors: Zhu Z; Jin H; Xie K; Dai S; Luo Y; Qi B; Wang Z; Zhuang X; Liu K; Hu B
Green-Manufactured and Recyclable Coatings for Subambient Daytime Radiative Cooling.
ACS Appl Mater Interfaces Volume: 14 Page(s): 46972 - 46979
10/19/2022 Authors: Liu R; Zhou Z; Mo X; Liu P; Hu B; Duan J; Zhou J
Validation of a deep learning-based material estimation model for Monte Carlo dose calculation in proton therapy.
Phys Med Biol Volume: 67
10/19/2022 Authors: Chang C-W; Zhou S; Gao Y; Lin L; Liu T; Bradley JD; Zhang T; Zhou J; Yang X
A potential revolution in cancer treatment: A topical review of FLASH radiotherapy.
J Appl Clin Med Phys Volume: 23 Page(s): e13790
10/01/2022 Authors: Gao Y; Liu R; Chang C-W; Charyyev S; Zhou J; Bradley JD; Liu T; Yang X
A multi-layer strip ionization chamber (MLSIC) device for proton pencil beam scan quality assurance.
Phys Med Biol Volume: 67
08/23/2022 Authors: Zhou S; Rao W; Chen Q; Tan Y; Smith W; Sun B; Zhou J; Chang C-W; Lin L; Darafsheh A
Chemoselective Oxyfunctionalization of Functionalized Benzylic Compounds with a Manganese Catalyst.
Angew Chem Int Ed Engl Volume: 61 Page(s): e202205983
07/25/2022 Authors: Zhou J; Jia M; Song M; Huang Z; Steiner A; An Q; Ma J; Guo Z; Zhang Q; Sun H
Predictive Maintenance Model for Early Detection of Plan Adaptation in Proton Head and Neck Treatment
Volume: 49 Page(s): E710 - E710
06/01/2022 Authors: Bohannon D; Chang C; Janopaul-naylor J; Ma C; Diamond Z; Lin L; Bradley J; Liu T; Yang X; McDonald M
Feasibility of Combining Transmission Beams and Spread-Out Single-Energy Bragg Peaks for Proton FLASH Radiotherapy
Volume: 49 Page(s): E427 - E428
06/01/2022 Authors: Ma C; Yang X; Liu R; Lin L; Bohannon D; Liu T; Bradley J; Zhou J
Development of a Proton SBRT FLASH Treatment Technique with Dose, Dose Rate, and LET Optimization Using Patient Specific 3D Ridge Filters
Volume: 49 Page(s): E429 - E429
06/01/2022 Authors: Liu R; Charyyev S; Wahl N; Liu W; Zhou J; Yang X; Dynan W; Kang M; Higgins K; Bradley J
Physics-Informed Deep Learning for Accurate Material Density Map Generation Using MRI and DECT
Volume: 49 Page(s): E499 - E499
06/01/2022 Authors: Chang C; Marants R; Gao Y; Goette M; Scholey J; Bradley J; Liu T; Zhou J; Sudhyadhom A; Yang X
DECT-Based Material Mass Density Mapping for Proton Monte Carlo Dose Calculation Using Physics-Informed Deep Learning
Volume: 49 Page(s): E526 - E527
06/01/2022 Authors: Chang C; Gao Y; Wang T; Lei Y; Wang Q; Bradley J; Liu T; Lin L; Zhou J; Yang X
Realtime Volumetric Image for Target Localization During Proton FLASH Radiotherapy
Volume: 49 Page(s): E489 - E489
06/01/2022 Authors: Chang C; Lei Y; Wang T; Zhou J; Lin L; Roper J; Higgins K; Liu T; Bradley J; Yang X
A Feasibility Study of Ultrasound Assessment of Radiation-Induced Pneumonitis Following Lung Radiotherapy
Volume: 49 Page(s): E586 - E586
06/01/2022 Authors: Zhou B; Wang J; Lei Y; Higgins K; Bradley J; Zhang J; Zhou J; Roper J; Yang X; Liu T
Evaluation of Commercial AI Segmentation Software
Volume: 49 Page(s): E552 - E552
06/01/2022 Authors: Roper J; Wang T; Lei Y; Dresser S; Ghavidel B; Qiu L; Zhou J; Kayode O; Luca K; Bradley J
Deformable CT Image Registration Using Unsupervised Deep Learning Networks
Volume: 49 Page(s): E527 - E527
06/01/2022 Authors: Lei Y; Fu Y; Tian Z; Wang T; Zhang J; Dai X; Zhou J; Roper J; McDonald M; Yu D
Cascaded Learning-Based Cone Beam CT Head-And-Neck Multi-Organ Segmentation
Volume: 49 Page(s): E551 - E552
06/01/2022 Authors: Lei Y; Dai X; Tian Z; Wang T; Zhou J; Roper J; Ghavidel B; McDonald M; Yu D; Bradley J
Validation of a CBCT-Based Online Evaluation Workflow for Proton Therapy
Volume: 49 Page(s): E871 - E871
06/01/2022 Authors: Chang C; Nilsson R; Andersson S; Bohannon D; Lin L; Patel S; Patel P; Langen K; Bradley J; Liu T
Dual-energy CT based mass density and relative stopping power estimation for proton therapy using physics-informed deep learning.
Phys Med Biol Volume: 67
05/26/2022 Authors: Chang C-W; Gao Y; Wang T; Lei Y; Wang Q; Pan S; Sudhyadhom A; Bradley JD; Liu T; Lin L
Onboard cone-beam CT-based replan evaluation for head and neck proton therapy.
J Appl Clin Med Phys Volume: 23 Page(s): e13550
05/01/2022 Authors: Stanforth A; Lin L; Beitler JJ; Janopaul-Naylor JR; Chang C-W; Press RH; Patel SA; Zhao J; Eaton B; Schreibmann EE
Review of Machine Learning in Lung Ultrasound in COVID-19 Pandemic.
J Imaging Volume: 8
03/05/2022 Authors: Wang J; Yang X; Zhou B; Sohn JJ; Zhou J; Jacob JT; Higgins KA; Bradley JD; Liu T
Multi-organ auto-delineation in head-and-neck MRI for radiation therapy using regional convolutional neural network.
Phys Med Biol Volume: 67
01/21/2022 Authors: Dai X; Lei Y; Wang T; Zhou J; Rudra S; McDonald M; Curran WJ; Liu T; Yang X
Toward Enhanced Robustness in Unsupervised Graph Representation Learning: A Graph Information Bottleneck Perspective

01/21/2022 Authors: Wang J; Luo M; Li J; Liu Z; Zhou J; Zheng Q
Dosimetric Uncertainties in Dominant Intraprostatic Lesion Simultaneous Boost Using Intensity Modulated Proton Therapy.
Adv Radiat Oncol Volume: 7 Page(s): 100826
01/01/2022 Authors: Zhou J; Yang X; Chang C-W; Tian S; Wang T; Lin L; Wang Y; Janopaul-Naylor JR; Patel P; Demoor JD
Bone Marrow Suppression during Postoperative Radiation for Bladder Cancer and Comparative Benefit of Proton Therapy-Phase 2 Trial Secondary Analysis.
Int J Part Ther Volume: 8 Page(s): 1 - 10
01/01/2022 Authors: Press RH; Shelton JW; Zhang C; Dang Q; Tian S; Shu T; Seldon CS; Hasan S; Jani AB; Zhou J
Regulating Interfacial Desolvation and Deposition Kinetics Enables Durable Zn Anodes with Ultrahigh Utilization of 80.
Small Volume: 18 Page(s): e2106441
01/01/2022 Authors: Jin H; Dai S; Xie K; Luo Y; Liu K; Zhu Z; Huang L; Huang L; Zhou J
Learning-based synthetic dual energy CT imaging from single energy CT for stopping power ratio calculation in proton radiation therapy.
Br J Radiol Volume: 95 Page(s): 20210644
01/01/2022 Authors: Charyyev S; Wang T; Lei Y; Ghavidel B; Beitler JJ; McDonald M; Curran WJ; Liu T; Zhou J; Yang X
Feasibility and Patient Tolerance of Proton Based Stereotactic Body Radiotherapy
Volume: 111 Page(s): E473 - E473
11/01/2021 Authors: Ali N; Eaton BR; Zhou J; Stokes WA; Patel PR; Langen KM; Slopsema R; Bradley JD; McDonald MW
Dosimetric and Clinical Features Associated with Replan in Proton Head and Neck Therapy
Volume: 111 Page(s): E147 - E148
11/01/2021 Authors: Bohannon D; Janopaul-Naylor J; Rudra S; Bates JE; Yang X; Demoor J; Elder E; Wang CK; Wang Y; Eaton BR
Cone Beam CT-Based Online Evaluation in Two Minutes Using a Commercial Treatment Planning Software for Proton Therapy
Volume: 111 Page(s): E153 - E153
11/01/2021 Authors: Zhou J; Nilsson R; Andersson S; Patel SA; Yang X; Lin L; Rudra S; Patel PR; Eaton BR; Bradley JD
Cone Beam CT-Based Online Evaluation in Two Minutes Using a Commercial Treatment Planning Software for Proton Therapy.
Volume: 111 Page(s): e153
11/01/2021 Authors: Zhou J; Nilsson R; Andersson S; Patel SA; Yang X; Lin L; Rudra S; Patel PR; Eaton BR; Bradley JD
Feasibility and Patient Tolerance of Proton Based Stereotactic Body Radiotherapy.
Volume: 111 Page(s): e473
11/01/2021 Authors: Ali N; Eaton BR; Zhou J; Stokes WA; Patel PR; Langen KM; Slopsema R; Bradley JD; McDonald MW
Unsupervised Learning-Based CBCT-CT Deformable Image Registration for CBCT-Guided Abdominal Radiotherapy.
Volume: 111 Page(s): e535 - e536
11/01/2021 Authors: Yang X; Fu Y; Lei Y; Wang T; Wynne JF; Roper JR; Tian Z; Dhabaan AH; Lin JY; Patel PR
Dosimetric and Clinical Features Associated with Replan in Proton Head and Neck Therapy.
Volume: 111 Page(s): e147 - e148
11/01/2021 Authors: Bohannon D; Janopaul-Naylor J; Rudra S; Bates JE; Yang X; Demoor J; Elder E; Wang CK; Wang Y; Eaton BR
Automated delineation of head and neck organs at risk using synthetic MRI-aided mask scoring regional convolutional neural network.
Med Phys Volume: 48 Page(s): 5862 - 5873
10/01/2021 Authors: Dai X; Lei Y; Wang T; Zhou J; Roper J; McDonald M; Beitler JJ; Curran WJ; Liu T; Yang X
Synthetic Dual-Energy CT for MRI-Based Proton Therapy Treatment Planning Using Label-GAN
Volume: 48
06/01/2021 Authors: Liu R; Lei Y; Wang T; Zhou J; Roper J; Lin L; McDonald M; Bradley J; Liu T; Yang X
Synthetic MRI-Aided Delineation of Organs at Risk in Head-And-Neck Radiotherapy
Volume: 48
06/01/2021 Authors: Dai X; Lei Y; Wang T; Zhou J; Roper J; McDonald M; Beitler J; Bradley J; Liu T; Yang X
Deformable MRI-CT Image Registration Using Self-Similarity Network for Head and Neck Cancer Radiotherapy
Volume: 48
06/01/2021 Authors: Fu Y; Lei Y; Wang T; Zhou J; McDonald M; Bradley J; Liu T; Yang X
Rapid Organ-At-Risk Delineation in Pancreatic CBCT for CBCT-Guided Adaptive Radiotherapy
Volume: 48
06/01/2021 Authors: Dai X; Lei Y; Janopaul-naylor J; Wynne J; Wang T; Zhou J; Roper J; Bradley J; Patel P; Liu T
Influence of Loss Functions on Accuracy of Deep Learning Based Dose Distribution Prediction for Intensity Modulated Proton Radiation Therapy
Volume: 48
06/01/2021 Authors: Momin S; Harms J; Lei Y; Charyyev S; Zhou J; Roper J; Bradley J; Liu T; Yang X
Can An Ionization-Chamber Array Be Used for QA of Proton SBRT Beams?
Volume: 48
06/01/2021 Authors: Stanforth A; Diamond Z; Sabouri P; Zhu M; Zhou J; Slopsema R
Learning-Based Multiscale Self-Similarity Descriptors for Non-Rigid MRI-CT Liver Image Registration
Volume: 48
06/01/2021 Authors: Fu Y; Lei Y; Wang T; Zhou J; McDonald M; Bradley J; Patel P; Liu T; Yang X
A Novel Component Method to Delineate Surgical Spine Implants for Proton Monte Carlo Dose Calculation
Volume: 48
06/01/2021 Authors: Chang C; Charyyev S; Harms J; Slopsema R; Wolf J; Refai D; Yoon T; McDonald M; Bradley J; Leng S
Feasibility of 3D Printed Ridge Filter to Enable SBRT FLASH Therapy Using Scanning Proton Beam
Volume: 48
06/01/2021 Authors: Liu R; Charyyev S; Zhou J; Yang X; Liu T; McDonald M; Higgins K; Bradley J; Lin L
Is proton beam therapy ready for single fraction spine SBRS? - a feasibility study to use spot-scanning proton arc (SPArc) therapy to improve the robustness and dosimetric plan quality.
Acta Oncol Volume: 60 Page(s): 653 - 657
05/01/2021 Authors: Liu G; Li X; Qin A; Zhou J; Zheng W; Zhao L; Han J; Zhang S; Yan D; Stevens C
Synthetic dual-energy CT for MRI-only based proton therapy treatment planning using label-GAN.
Phys Med Biol Volume: 66 Page(s): 065014
03/09/2021 Authors: Liu R; Lei Y; Wang T; Zhou J; Roper J; Lin L; McDonald MW; Bradley JD; Curran WJ; Liu T
Head-and-neck organs-at-risk auto-delineation using dual pyramid networks for CBCT-guided adaptive radiotherapy.
Phys Med Biol Volume: 66 Page(s): 045021
02/11/2021 Authors: Dai X; Lei Y; Wang T; Dhabaan AH; McDonald M; Beitler JJ; Curran WJ; Zhou J; Liu T; Yang X
A novel proton counting detector and method for the validation of tissue and implant material maps for Monte Carlo dose calculation.
Phys Med Biol Volume: 66 Page(s): 045003
02/02/2021 Authors: Charyyev S; Chang C-W; Harms J; Oancea C; Yoon ST; Yang X; Zhang T; Zhou J; Lin L
Learning-Based Stopping Power Mapping on Dual-Energy CT for Proton Radiation Therapy.
Int J Part Ther Volume: 7 Page(s): 46 - 60
01/01/2021 Authors: Wang T; Lei Y; Harms J; Ghavidel B; Lin L; Beitler JJ; McDonald M; Curran WJ; Liu T; Zhou J
Synthetic MRI-aided Multi-Organ CT Segmentation for Head and Neck Radiotherapy Treatment Planning
Volume: 108 Page(s): E341 - E341
11/01/2020 Authors: Yang X; Lei Y; Liu Y; Wang T; Zhou J; Jiang X; McDonald MW; Beitler JJ; Curran WJ; Liu T
Proton Radiation Is Associated With Reduced Lymphocyte-Depleting Blood Volume In Glioblastoma Treatment
Volume: 108 Page(s): E688 - E689
11/01/2020 Authors: Buchwald ZS; Dang Q; Zhou J; Eaton BR; Shu HKG; Zhong J
Online Prediction of Dosimetric Changes in Dominant Intraprostatic Lesion Simultaneous Boost Using Intensity Modulated Proton Therapy
Volume: 108 Page(s): S170 - S171
11/01/2020 Authors: Zhou J; Tian S; Patel SA; Janopaul-Naylor J; Chang CW; Lin L; Jung J; Bohannon D; Demoor J; Godette KD
Robustness of a New Gradient Match Method in Intensity Modulated Proton Therapy of Craniospinal Irradiation (CSI) Using Independent Isocenter Setup
Volume: 108 Page(s): E690 - E691
11/01/2020 Authors: Zhou J; Wang Y; Gartin C; Matthews A; Esiashvili N; Shu HKG; Zhong J; McDonald MW; Liu T; Eaton BR
A dose validation tool prior to proton and photon treatment in spine SRS
Volume: 152 Page(s): S979 - S979
11/01/2020 Authors: Liu G; Qin A; Zhou J; Yan D; Zhao L; Stevens C; Grills I; Kabolizadeh P; Li X; Ding X
Synthetic MRI-aided Head-and-Neck Organs-at-Risk Auto-Delineation for CBCT-guided Adaptive Radiotherapy

10/08/2020 Authors: Dai X; Lei Y; Wang T; Dhabaan AH; McDonald M; Beitler JJ; Curran WJ; Zhou J; Liu T; Yang X
Head and neck multi-organ auto-segmentation on CT images aided by synthetic MRI.
Med Phys Volume: 47 Page(s): 4294 - 4302
09/01/2020 Authors: Liu Y; Lei Y; Fu Y; Wang T; Zhou J; Jiang X; McDonald M; Beitler JJ; Curran WJ; Liu T
Cone-beam CT-derived relative stopping power map generation via deep learning for proton radiotherapy.
Med Phys Volume: 47 Page(s): 4416 - 4427
09/01/2020 Authors: Harms J; Lei Y; Wang T; McDonald M; Ghavidel B; Stokes W; Curran WJ; Zhou J; Liu T; Yang X
Prediction of Dosimetric Variation in Dominant Intraprostatic Lesion with Simultaneous Integrated Boost for Pencil Beam Proton Therapy
Volume: 47 Page(s): E434 - E434
06/01/2020 Authors: Chang C; Bohannon D; Stiles K; Stanforth A; Tian S; Wang Y; Lin L; Patel P; Liu T; Yang X
Energy Layer Filtering and Splitting in Breath Sampled Re-Painting for Lung SBRT Using Pencil Beam Scanning Proton Beams
Volume: 47 Page(s): E764 - E765
06/01/2020 Authors: Stiles K; Chang C; Stanforth A; Wang Y; Demoor J; Higgins K; McDonald M; Bradley J; Liu T; Yang X
Voxel-Specific Characterization of An Anthropomorphic Phantom as the Ultimate Ground Truth to Evaluate the Accuracy of Various Imaging Methods of Proton Therapy
Volume: 47 Page(s): E880 - E880
06/01/2020 Authors: Chang C; Harms J; Charyyev S; Zhou J; Yang X; Lin L
Fast Monte Carlo Dose Estimation for Proton Therapy Using a Dual-Pyramid Deep Learning Framework
Volume: 47 Page(s): E780 - E781
06/01/2020 Authors: Harms J; Lei Y; Charyyev S; Stanforth A; Zhou J; Lin L; Curran W; Liu T; Yang X
Timing Features of 4D Detector and Pencil Beam Scanning Proton Therapy Can Improve WET Map Accuracy with Deep CNN
Volume: 47 Page(s): E866 - E866
06/01/2020 Authors: Chang C; Zhou S; Zhou J; Yang X; Zhang T; Lin L
Derivation of Photon Cross Section Coefficients of Virtual Monoenergetic CT Images for Radiotherapy Treatment Planning
Volume: 47 Page(s): E599 - E599
06/01/2020 Authors: Harms J; Chang C; Charyyev S; Zhou J; Yang X; Lin L
Deep Learning Augmented Proton Portal Imaging: A Phantom Study
Volume: 47 Page(s): E417 - E417
06/01/2020 Authors: Charyyev S; Lei Y; Harms J; Eaton B; McDonald M; Curran W; Liu T; Zhou J; Zhang R; Yang X
Attention-Based Mask Regional Convolutional Neural Network for Delineation of Multiple Organs in Head-And-Neck MRI
Volume: 47 Page(s): E409 - E409
06/01/2020 Authors: Dai X; Lei Y; Fu Y; Wang T; Zhou J; McDonald M; Curran W; Liu T; Yang X
Synthetic Dual Energy CT Images From Single Energy CT Image for Proton Radiotherapy
Volume: 47 Page(s): E378 - E379
06/01/2020 Authors: Charyyev S; Wang T; Lei Y; Ghavidel BB; Beitler J; McDonald M; Curran W; Liu T; Zhou J; Yang X
High quality proton portal imaging using deep learning for proton radiation therapy: a phantom study.
Biomed Phys Eng Express Volume: 6 Page(s): 035029
04/27/2020 Authors: Charyyev S; Lei Y; Harms J; Eaton B; McDonald M; Curran WJ; Liu T; Zhou J; Zhang R; Yang X
A standardized commissioning framework of Monte Carlo dose calculation algorithms for proton pencil beam scanning treatment planning systems.
Med Phys Volume: 47 Page(s): 1545 - 1557
04/01/2020 Authors: Chang C-W; Huang S; Harms J; Zhou J; Zhang R; Dhabaan A; Slopsema R; Kang M; Liu T; McDonald M
A planning study of focal dose escalations to multiparametric MRI-defined dominant intraprostatic lesions in prostate proton radiation therapy.
Br J Radiol Volume: 93 Page(s): 20190845
03/01/2020 Authors: Wang T; Zhou J; Tian S; Wang Y; Patel P; Jani AB; Langen KM; Curran WJ; Liu T; Yang X
Analytical Low-Dose CBCT Reconstruction Using Non-local Total Variation Regularization for Image Guided Radiation Therapy.
Front Oncol Volume: 10 Page(s): 242
01/01/2020 Authors: Sohn JJ; Kim C; Kim DH; Lee S-R; Zhou J; Yang X; Liu T
Intrafraction 4D-cone beam CT acquired during volumetric arc radiotherapy delivery: kV parameter optimization and 4D motion accuracy for lung stereotactic body radiotherapy (SBRT) patients.
J Appl Clin Med Phys Volume: 20 Page(s): 10 - 24
12/01/2019 Authors: Liang J; Lack D; Zhou J; Liu Q; Grills I; Yan D
Evaluation of a deep learning-based pelvic synthetic CT generation technique for MRI-based prostate proton treatment planning.
Phys Med Biol Volume: 64 Page(s): 205022
10/21/2019 Authors: Liu Y; Lei Y; Wang Y; Shafai-Erfani G; Wang T; Tian S; Patel P; Jani AB; McDonald M; Curran WJ
MRI-based Proton Radiotherapy for Prostate Cancer Using Deep Convolutional Neural Networks
Volume: 105 Page(s): S200 - S200
09/01/2019 Authors: Yang X; Liu Y; Lei Y; Wang Y; Shafai-Erfani G; Wang T; Tian S; Patel PR; Jani A; Curran WJ
Paired cycle-GAN-based image correction for quantitative cone-beam computed tomography.
Med Phys Volume: 46 Page(s): 3998 - 4009
09/01/2019 Authors: Harms J; Lei Y; Wang T; Zhang R; Zhou J; Tang X; Curran WJ; Liu T; Yang X
MRI-based treatment planning for proton radiotherapy: dosimetric validation of a deep learning-based liver synthetic CT generation method.
Phys Med Biol Volume: 64 Page(s): 145015
07/16/2019 Authors: Liu Y; Lei Y; Wang Y; Wang T; Ren L; Lin L; McDonald M; Curran WJ; Liu T; Zhou J
Learning-based automatic segmentation of arteriovenous malformations on contrast CT images in brain stereotactic radiosurgery.
Med Phys Volume: 46 Page(s): 3133 - 3141
07/01/2019 Authors: Wang T; Lei Y; Tian S; Jiang X; Zhou J; Liu T; Dresser S; Curran WJ; Shu H-K; Yang X
A Most Likely Path (MLP) Validation of Spot Decomposition for Pencil Beam Scanning (PBS) in Proton Radiography (pRG) and Proton CT (pCT)
Volume: 46 Page(s): E181 - E181
06/01/2019 Authors: Sohn J; Liu T; Li X; Lin L; Ding X; Langen K; Eaton B; McDonald M; Curran W; Yang X
MRI-Based Prostate Proton Radiotherapy Using Deep-Learning-Based Synthetic CT
Volume: 46 Page(s): E476 - E477
06/01/2019 Authors: Shafai-Erfani G; Liu Y; Lei Y; Wang Y; Wang T; Tian S; Jani A; McDonald M; Curran W; Liu T
Deep-Learning-Based Synthetic-CT Generation Method for CBCT-Guided Proton Therapy
Volume: 46 Page(s): E475 - E475
06/01/2019 Authors: Liu Y; Lei Y; Lin L; Dhabaan A; Liu T; Curran W; Zhou J; Yang X
Pseudo Proton Radiography Beam Validation of Monte Carlo Dose Calculation in Two Pencil Beam Scanning Treatment Planning Systems
Volume: 46 Page(s): E592 - E592
06/01/2019 Authors: Chang C; Zhou J; Yang X; Dhabaan A; Zhang R; Liu T; McDonald M; Langen K; Lin L
A Golden Beam Data Commissioning Framework of Monte Carlo Dose Calculation Algorithms of Two Pencil Beam Scanning Proton Therapy Treatment Planning Systems
Volume: 46 Page(s): E167 - E167
06/01/2019 Authors: Chang C; Harms J; Zhang R; Zhou J; Lin Y; Slopsema R; Dhabaan A; Liu T; McDonald M; Langen K
A Novel Method of Generating Synthetic CT From MRI for Proton Treatment Planning for Base of Skull Tumors
Volume: 46 Page(s): E474 - E474
06/01/2019 Authors: Shafai-Erfani G; Lei Y; Zhou J; Tian Z; Zhong J; Wang T; McDonald M; Curran W; Liu T; Shu H
MRI-Based Treatment Planning for Liver Photon and Proton Radiotherapy
Volume: 46 Page(s): E318 - E319
06/01/2019 Authors: Liu Y; Lei Y; Wang T; Wang Y; Kayode O; Tian S; Lin L; Liu T; Patel P; Curran W
Dual-Energy CT-Based Accurate Stopping Power Mapping Using 3D Deep Convolutional Neural Networks for Head-And-Neck Patients
Volume: 46 Page(s): E233 - E233
06/01/2019 Authors: Wang T; Lei Y; Harms J; Liu Y; Ghavidel B; Lin L; Curran W; Beitler J; Liu T; Zhou J
Wavelet-Based Signal Processing Approach for Protoacoustic Measurement in Proton Range Verification
Volume: 46 Page(s): E602 - E602
06/01/2019 Authors: Sohn J; Nie W; Yang X; He X; Zhou J; Avery S; Liu T
Comparison of Dosimetric Evaluations Using Deformed Planning CT and Deep-Learning Corrected CBCT to Quality Assurance CT for Monitoring Anatomy Changes During Proton Therapy
Volume: 46 Page(s): E250 - E250
06/01/2019 Authors: Stanforth A; Langen K; Lin L; Dhabaan A; Lei Y; Liu Y; Wang Y; Sohn J; McDonald M; Eaton B
MRI-based synthetic CT generation using semantic random forest with iterative refinement.
Phys Med Biol Volume: 64 Page(s): 085001
04/05/2019 Authors: Lei Y; Harms J; Wang T; Tian S; Zhou J; Shu H-K; Zhong J; Mao H; Curran WJ; Liu T
Improving dosimetric outcome for hippocampus and cochlea sparing whole brain radiotherapy using spot-scanning proton arc therapy.
Acta Oncol Volume: 58 Page(s): 483 - 490
04/01/2019 Authors: Ding X; Zhou J; Li X; Blas K; Liu G; Wang Y; Qin A; Chinnaiyan P; Yan D; Stevens C
MRI-Based Proton Treatment Planning for Base of Skull Tumors.
Int J Part Ther Volume: 6 Page(s): 12 - 25
01/01/2019 Authors: Shafai-Erfani G; Lei Y; Liu Y; Wang Y; Wang T; Zhong J; Liu T; McDonald M; Curran WJ; Zhou J
A Patients-Based Statistical Model of Radiotherapy Dose Distribution in Nasopharyngeal Cancer.
Dose Response Volume: 17 Page(s): 1559325819892359
01/01/2019 Authors: Liu G; Yang J; Nie X; Zhu X; Li X; Zhou J; Kabolizadeh P; Li Q; Quan H; Ding X
Redefine the role of range shifter in treating bilateral head and neck cancer in the era of Intensity Modulated Proton Therapy.
J Appl Clin Med Phys Volume: 19 Page(s): 749 - 755
09/01/2018 Authors: Ding X; Li X; Qin A; Zhou J; Yan D; Chen P; Prakash C; Stevens C; Deraniyagala R; Kabolizadeh P
Have we reached proton beam therapy dosimetric limitations? - A novel robust, delivery-efficient and continuous spot-scanning proton arc (SPArc) therapy is to improve the dosimetric outcome in treating prostate cancer.
Acta Oncol Volume: 57 Page(s): 435 - 437
03/01/2018 Authors: Ding X; Li X; Qin A; Zhou J; Yan D; Stevens C; Krauss D; Kabolizdeh P
Improve dosimetric outcome in stage III non-small-cell lung cancer treatment using spot-scanning proton arc (SPArc) therapy.
Radiat Oncol Volume: 13 Page(s): 35
02/27/2018 Authors: Li X; Kabolizadeh P; Yan D; Qin A; Zhou J; Hong Y; Guerrero T; Grills I; Stevens C; Ding X
Review of advanced catheter technologies in radiation oncology brachytherapy procedures.
Cancer Manag Res Volume: 7 Page(s): 199 - 211
01/01/2015 Authors: Zhou J; Zamdborg L; Sebastian E
Patient-Reported Outcomes for Quality of Life (QOL) by Expanded Prostate Cancer Index (EPIC) 15 Years Posttreatment
Volume: 90 Page(s): S714 - S714
09/01/2014 Authors: Zhou J; Daignault-Newton S; Miller D; Wei J; Dunn R; Johnson S; Jackson W; Imam H; Kazzi N; McLaughlin R
Evaluation of image guided motion management methods in lung cancer radiotherapy.
Med Phys Volume: 41 Page(s): 031911
03/01/2014 Authors: Zhuang L; Yan D; Liang J; Ionascu D; Mangona V; Yang K; Zhou J
Real-time catheter tracking for high-dose-rate prostate brachytherapy using an electromagnetic 3D-guidance device: a preliminary performance study.
Med Phys Volume: 40 Page(s): 021716
02/01/2013 Authors: Zhou J; Sebastian E; Mangona V; Yan D
SU-D-213AB-01: Dosimetry Improvement and Needle Number Reduction in Prostate Brachytherapy Using Electromagnetically Guided Needle Placement.
Volume: 39 Page(s): 3611
06/01/2012 Authors: Zhou J; Sebastian E; Yan D
Quantitative ultrasonic evaluation of radiation-induced late tissue toxicity: pilot study of breast cancer radiotherapy.
Int J Radiat Oncol Biol Phys Volume: 78 Page(s): 811 - 820
11/01/2010 Authors: Liu T; Zhou J; Yoshida EJ; Woodhouse SA; Schiff PB; Wang TJC; Lu ZF; Pile-Spellman E; Zhang P; Kutcher GJ
A feasibility study of novel ultrasonic tissue characterization for prostate-cancer diagnosis: 2D spectrum analysis of in vivo data with histology as gold standard.
Med Phys Volume: 36 Page(s): 3504 - 3511
08/01/2009 Authors: Liu T; Mansukhani MM; Benson MC; Ennis R; Yoshida E; Schiff PB; Zhang P; Zhou J; Kutcher GJ
Implementation and validation of an ultrasonic tissue characterization technique for quantitative assessment of normal-tissue toxicity in radiation therapy.
Med Phys Volume: 36 Page(s): 1643 - 1650
05/01/2009 Authors: Zhou J; Zhang P; Osterman KS; Woodhouse SA; Schiff PB; Yoshida EJ; Lu ZF; Pile-Spellman ER; Kutcher GJ; Liu T
Pathologic Anaylysis of CT and Ultrasound Imaging Accuracy for Prostate Radiation Therapy
Volume: 32 Page(s): 103 - 103
02/01/2009 Authors: Vance W; Li X; Zhou J; Benson M; Schiff P; Kutcher G; Liu T
Experimental validation of a three-dimensional linear system model for breast tomosynthesis.
Med Phys Volume: 36 Page(s): 240 - 251
01/01/2009 Authors: Zhao B; Zhou J; Hu Y-H; Mertelmeier T; Ludwig J; Zhao W
Preliminary Demonstration of a Radiation-dose Response via Ultrasound-based Skin Measurements in Breast Cancer Radiotherapy
Volume: 75 Page(s): S192 - S192
01/01/2009 Authors: Liu T; Woodhouse SA; Shaitelman SF; Zhou J; Wong TJ; Yoshida EJ; Kutcher GJ; Curran WJ
Measurements of Radiation-Induced Skin Changes in Breast-Cancer Radiation Therapy Using Ultrasonic Imaging.
Volume: 2 Page(s): 718 - 722
05/27/2008 Authors: Liu T; Zhou J; Osterman KS; Zhang P; Woodhouse SA; Schiff PB; Kutcher GJ
A computer simulation platform for the optimization of a breast tomosynthesis system.
Med Phys Volume: 34 Page(s): 1098 - 1109
03/01/2007 Authors: Zhou J; Zhao B; Zhao W

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