Justin Roper

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 52 papers. Top paper: “Echocardiographic image multi‐structure segmentation using Cardiac‐SegNet”.

Echocardiographic image multi‐structure segmentation using Cardiac‐SegNet

Medical Physics(2021)10.1002/mp.14818

N/A

0DataRank · unranked

28 citations

Yabo Fu, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran +3 more

Male pelvic multi‐organ segmentation on transrectal ultrasound using anchor‐free mask CNN

Medical Physics(2021)10.1002/mp.14895

N/A

0DataRank · unranked

24 citations

Tonghe Wang, Justin Roper, Ashesh B. Jani, Sagar A. Patel, Walter J. Curran +4 more

Prostate and dominant intraprostatic lesion segmentation on PET/CT using cascaded regional-net

Physics in Medicine and Biology(2021)10.1088/1361-6560/ac3c13

N/A

0DataRank · unranked

20 citations

Tonghe Wang, Yang Lei, Oladunni Akin-Akintayo, Olayinka Abiodun Ojo, Akinyemi A. Akintayo +6 more

High through-plane resolution CT imaging with self-supervised deep learning

Physics in Medicine and Biology(2021)10.1088/1361-6560/ac0684

N/A

0DataRank · unranked

12 citations

Yang Lei, Tonghe Wang, Zhen Tian, Justin Roper, Jeffrey D. Bradley +5 more

Abdomen CT multi‐organ segmentation using token‐based MLP‐Mixer

Medical Physics(2022)10.1002/mp.16135

N/A

0DataRank · unranked

39 citations

Chih‐Wei Chang, Tonghe Wang, Jacob Wynne, Mingzhe Hu, Yang Lei +5 more

Automated lung tumor delineation on positron emission tomography/computed tomography via a hybrid regional network

Medical Physics(2022)10.1002/mp.16001

N/A

0DataRank · unranked

15 citations

Tonghe Wang, Jiwoong Jeong, James Janopaul‐Naylor, Aparna H. Kesarwala, Justin Roper +6 more

2D medical image synthesis using transformer-based denoising diffusion probabilistic model

Physics in Medicine and Biology(2023)10.1088/1361-6560/acca5c

N/A

0DataRank · unranked

147 citations

Tonghe Wang, Richard L. J. Qiu, Marian Axente, Chih‐Wei Chang, Junbo Peng +6 more

Synthetic CT generation from MRI using 3D transformer‐based denoising diffusion model

Medical Physics(2023)10.1002/mp.16847

N/A

0DataRank · unranked

124 citations

Elham Abouei, Jacob Wynne, Chih‐Wei Chang, Tonghe Wang, Richard L. J. Qiu +8 more

CBCT‐Based synthetic CT image generation using conditional denoising diffusion probabilistic model

Medical Physics(2023)10.1002/mp.16704

N/A

0DataRank · unranked

109 citations

Richard L. J. Qiu, Jacob Wynne, Chih‐Wei Chang, Shaoyan Pan, Tonghe Wang +6 more

Deep learning-based synthetic dose-weighted LET map generation for intensity modulated proton therapy

Physics in Medicine and Biology(2023)10.1088/1361-6560/ad154b

N/A

0DataRank · unranked

25 citations

Chih‐Wei Chang, Shaoyan Pan, Junbo Peng, Chaoqiong Ma, Pretesh Patel +4 more

Deep learning‐based fast volumetric imaging using kV and MV projection images for lung cancer radiotherapy: A feasibility study

Medical Physics(2023)10.1002/mp.16377

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0DataRank · unranked

10 citations

Zhen Tian, Tonghe Wang, Justin Roper, Huiqiao Xie, Aparna H. Kesarwala +5 more

Rapid unpaired CBCT‐based synthetic CT for CBCT‐guided adaptive radiotherapy

Journal of Applied Clinical Medical Physics(2023)10.1002/acm2.14064

N/A

0DataRank · unranked

10 citations

Yang Lei, Shaoyan Pan, Tonghe Wang, Mosa Pasha, Kirk Luca +7 more

Automatic segmentation of neurovascular bundle on mri using deep learning based topological modulated network

Medical Physics(2023)10.1002/mp.16378

N/A

0DataRank · unranked

5 citations

Tonghe Wang, Justin Roper, Sibo Tian, Pretesh Patel, Jeffrey D. Bradley +4 more

Hippocampus substructure segmentation using morphological vision transformer learning

Physics in Medicine and Biology(2023)10.1088/1361-6560/ad0d45

N/A

0DataRank · unranked

10 citations

Yifu Ding, Richard L. J. Qiu, Tonghe Wang, Justin Roper, Yabo Fu +4 more

Lesion segmentation on 18F-fluciclovine PET/CT images using deep learning

Frontiers in Oncology(2023)10.3389/fonc.2023.1274803

N/A

0DataRank · unranked

8 citations

Yang Lei, Eduard Schreibmann, Justin Roper, Tian Liu, David M. Schuster +3 more

Single energy CT-based mass density and relative stopping power estimation for proton therapy using deep learning method

Frontiers in Oncology(2023)10.3389/fonc.2023.1278180

N/A

0DataRank · unranked

7 citations

Chih‐Wei Chang, Justin Roper, Marian Axente, Yang Lei, Shaoyan Pan +5 more

Deformable lung 4DCT image registration via landmark‐driven cycle network

Medical Physics(2023)10.1002/mp.16738

N/A

0DataRank · unranked

6 citations

Yang Lei, Yabo Fu, Tonghe Wang, Aparna H. Kesarwala, Marian Axente +6 more

Inter-fraction deformable image registration using unsupervised deep learning for CBCT-guided abdominal radiotherapy

Physics in Medicine and Biology(2023)10.1088/1361-6560/acc721

N/A

0DataRank · unranked

3 citations

Yang Lei, Yabo Fu, Tonghe Wang, Justin Roper, Jeffrey D. Bradley +4 more

Cycle-guided Denoising Diffusion Probability Model for 3D Cross-modality MRI Synthesis

arXiv (Cornell University)(2023)10.48550/arxiv.2305.00042

N/A

0DataRank · unranked

18 citations

Chih‐Wei Chang, Junbo Peng, Jiahan Zhang, Richard L. J. Qiu, Tonghe Wang +5 more

Synthetic CT Generation from MRI using 3D Transformer-based Denoising Diffusion Model

arXiv (Cornell University)(2023)10.48550/arxiv.2305.19467

N/A

0DataRank · unranked

10 citations

Elham Abouei, Jacob Wynne, Tonghe Wang, Richard L. J. Qiu, Yuheng Li +8 more

CBCT-Based Synthetic CT Image Generation Using Conditional Denoising Diffusion Probabilistic Model

arXiv (Cornell University)(2023)10.48550/arxiv.2303.02649

N/A

0DataRank · unranked

7 citations

Richard L. J. Qiu, Jacob Wynne, Chih‐Wei Chang, Shaoyan Pan, Tonghe Wang +6 more

Full-dose Whole-body PET Synthesis from Low-dose PET Using High-efficiency Denoising Diffusion Probabilistic Model: PET Consistency Model

arXiv (Cornell University)(2023)10.48550/arxiv.2308.13072

N/A

0DataRank · unranked

7 citations

Elham Abouei, Junbo Peng, Joshua Qian, Jacob Wynne, Tonghe Wang +6 more

Data-Driven Volumetric Image Generation from Surface Structures using a Patient-Specific Deep Leaning Model

PubMed(2023)10.48550/arxiv.2304.14594

N/A

0DataRank · unranked

4 citations

Chih‐Wei Chang, Marian Axente, Tonghe Wang, Joseph W. Shelton, Tian Liu +3 more

Cross-Shaped Windows Transformer with Self-supervised Pretraining for Clinically Significant Prostate Cancer Detection in Bi-parametric MRI

arXiv (Cornell University)(2023)10.48550/arxiv.2305.00385

N/A

0DataRank · unranked

1 citations

Jacob Wynne, Jing Wang, Richard L. J. Qiu, Justin Roper, Shaoyan Pan +6 more

One-step Iterative Estimation of Effective Atomic Number and Electron Density for Dual Energy CT

PubMed(2023)10.48550/arxiv.2308.01290

N/A

0DataRank · unranked

0 citations

Huiqiao Xie, Tonghe Wang, Justin Roper, Hao Gao, Zhen Tian +5 more

Image-Domain Material Decomposition for Dual-energy CT using Unsupervised Learning with Data-fidelity Loss

PubMed(2023)10.48550/arxiv.2311.10641

N/A

0DataRank · unranked

0 citations

Chih‐Wei Chang, Huiqiao Xie, Richard L. J. Qiu, Justin Roper, Tonghe Wang +4 more

High-resolution MRI synthesis using a data-driven framework with denoising diffusion probabilistic modeling

Physics in Medicine and Biology(2024)10.1088/1361-6560/ad209c

N/A

0DataRank · unranked

32 citations

Junbo Peng, Mojtaba Safari, Elahheh Salari, Shaoyan Pan, Justin Roper +6 more

Full‐dose whole‐body PET synthesis from low‐dose PET using high‐efficiency denoising diffusion probabilistic model: PET consistency model

Medical Physics(2024)10.1002/mp.17068

N/A

0DataRank · unranked

28 citations

Elham Abouei, Junbo Peng, Joshua Qian, Jacob Wynne, Tonghe Wang +6 more

Cross‐shaped windows transformer with self‐supervised pretraining for clinically significant prostate cancer detection in bi‐parametric MRI

Medical Physics(2024)10.1002/mp.17546

N/A

0DataRank · unranked

15 citations

Jacob Wynne, Jing Wang, Richard L. J. Qiu, Justin Roper, Shaoyan Pan +6 more

CT-based synthetic contrast-enhanced dual-energy CT generation using conditional denoising diffusion probabilistic model

Physics in Medicine and Biology(2024)10.1088/1361-6560/ad67a1

N/A

0DataRank · unranked

11 citations

Richard L. J. Qiu, Huiqiao Xie, Chih‐Wei Chang, Tonghe Wang, Beth Ghavidel +4 more

Diffeomorphic transformer‐based abdomen MRI‐CT deformable image registration

Medical Physics(2024)10.1002/mp.17235

N/A

0DataRank · unranked

8 citations

Luke A. Matkovic, Justin Roper, Tonghe Wang, Jun Zhou, Beth Ghavidel +4 more

Image‐domain material decomposition for dual‐energy CT using unsupervised learning with data‐fidelity loss

Medical Physics(2024)10.1002/mp.17255

N/A

0DataRank · unranked

8 citations

Chih‐Wei Chang, Huiqiao Xie, Richard L. J. Qiu, Justin Roper, Tonghe Wang +4 more

MRI‐based prostate cancer classification using 3D efficient capsule network

Medical Physics(2024)10.1002/mp.16975

N/A

0DataRank · unranked

7 citations

Jacob Wynne, Jing Wang, Justin Roper, Chih‐Wei Chang, Ashish B. Patel +5 more

CT‐based synthetic iodine map generation using conditional denoising diffusion probabilistic model

Medical Physics(2024)10.1002/mp.17258

N/A

0DataRank · unranked

6 citations

Huiqiao Xie, Chih‐Wei Chang, Junbo Peng, Shaoyan Pan, Richard L. J. Qiu +6 more

Data-Driven Volumetric Computed Tomography Image Generation From Surface Structures Using a Patient-Specific Deep Leaning Model

International Journal of Radiation Oncology*Biology*Physics(2024)10.1016/j.ijrobp.2024.11.077

N/A

0DataRank · unranked

6 citations

Chih‐Wei Chang, Zhen Tian, Tonghe Wang, Marian Axente, Joseph W. Shelton +4 more

MGMT promoter methylation prediction based on multiparametric MRI via vision graph neural network

Journal of Medical Imaging(2024)10.1117/1.jmi.11.1.014503

N/A

0DataRank · unranked

5 citations

Kailin Yang, Jing Wang, Richard L. J. Qiu, Justin Roper, Shannon Kahn +3 more

Prediction of early recurrence of adult‐type diffuse gliomas following radiotherapy using multi‐modal magnetic resonance images

Medical Physics(2024)10.1002/mp.17382

N/A

0DataRank · unranked

5 citations

Xuxin Chen, Jacob Wynne, Richard L. J. Qiu, Justin Roper, Hui‐Kuo G. Shu +2 more

Lung SBRT: Dose gradient optimization based on target size

Medical dosimetry(2024)10.1016/j.meddos.2024.08.003

N/A

0DataRank · unranked

2 citations

Justin Roper, Aparna H. Kesarwala, Seth Fehrs, Eduard Schreibmann, Kirk Luca +1 more

Total scalp irradiation: A study comparing multiple types of bolus and VMAT optimization techniques

Journal of Applied Clinical Medical Physics(2024)10.1002/acm2.14260

N/A

0DataRank · unranked

2 citations

Kirk Luca, Lisa Sudmeier, Zachary S. Buchwald, Mohammad K. Khan, Xiaofeng Yang +4 more

A lung SBRT treatment planning technique to focus high dose on gross disease

Medical dosimetry(2024)10.1016/j.meddos.2024.07.007

N/A

0DataRank · unranked

2 citations

Aparna H. Kesarwala, Kathryn Benner, Sibo Tian, Matthew L. Thomas, Eduard Schreibmann +2 more

Deep Learning-Based Fast Volumetric Image Generation for Image-Guided Proton Radiotherapy

IEEE Transactions on Radiation and Plasma Medical Sciences(2024)10.1109/trpms.2024.3439585

N/A

0DataRank · unranked

1 citations

Yang Lei, Tonghe Wang, Sibo Tian, Justin Roper, Liyong Lin +5 more

Dosimetric comparison between laterality-specific and general knowledge-based planning models for nonsmall cell lung cancer

Medical dosimetry(2024)10.1016/j.meddos.2024.10.003

N/A

0DataRank · unranked

1 citations

Kirk Luca, Justin Roper, Aparna H. Kesarwala, Shadab Momin, Julia S. Seng

Optimization-Based Image Reconstruction Regularized with Inter-Spectral Structural Similarity for Limited-Angle Dual-Energy Cone-Beam CT

arXiv (Cornell University)(2024)10.48550/arxiv.2409.04674

N/A

0DataRank · unranked

0 citations

Tonghe Wang, Xie, Huiqiao, Richard L. J. Qiu, Chih‐Wei Chang, Justin Roper +4 more

Evaluation and failure analysis of four commercial deep learning‐based autosegmentation software for abdominal organs at risk

Journal of Applied Clinical Medical Physics(2025)10.1002/acm2.70010

N/A

0DataRank · unranked

10 citations

Tonghe Wang, Yang Lei, Pretesh R. Patel, Sean Dresser, Beth Ghavidel +8 more

Photon-counting CT in cancer radiotherapy: technological advances and clinical benefits

Physics in Medicine and Biology(2025)10.1088/1361-6560/add4ba

N/A

0DataRank · unranked

12 citations

Jun Zhou, Justin Roper, Anees Dhabaan, Hania Al‐Hallaq, Amir Pourmorteza +2 more

Comparison of proton and photon therapy in stereotactic arrhythmia radioablation for ventricular tachycardia

Physics and Imaging in Radiation Oncology(2025)10.1016/j.phro.2025.100807

N/A

0DataRank · unranked

3 citations

Chih‐Wei Chang, Pretesh Patel, Sibo Tian, Yuan Shao, Kristin Higgins +6 more

Improving Lung Stereotactic Body Radiation Therapy Dose Conformity Using a Simple Noncoplanar Volumetric Modulated Arc Therapy Technique

Practical Radiation Oncology(2025)10.1016/j.prro.2025.02.007

N/A

0DataRank · unranked

2 citations

Kirk Luca, Oluwatosin Kayode, Kristin Higgins, Jeffrey D. Bradley, Joseph W. Shelton +7 more

Integrating knowledge-based planning and noncoplanar oblique VMAT arcs: A study of dose to the heart and immune cells in thoracic radiotherapy

Technical Innovations & Patient Support in Radiation Oncology(2025)10.1016/j.tipsro.2025.100301

N/A

0DataRank · unranked

1 citations

Justin Roper, Benjamin Hopkins, Sibo Tian, Shadab Momin, Eduard Schreibmann +3 more

Cross-modality 3D MRI synthesis via cycle-guided denoising diffusion probability model

Journal of Medical Imaging(2025)10.1117/1.jmi.12.6.064003

N/A

0DataRank · unranked

1 citations

Shaoyan Pan, Chih‐Wei Chang, Richard L. J. Qiu, Junbo Peng, Tonghe Wang +5 more

Optimization-based image reconstruction regularized with inter-spectral structural similarity for limited-angle dual-energy cone-beam CT

Physics in Medicine and Biology(2025)10.1088/1361-6560/ade843

N/A

0DataRank · unranked

1 citations

Tonghe Wang, Huiqiao Xie, Richard L. J. Qiu, Chih‐Wei Chang, Justin Roper +4 more

Evaluation of a prostate SBRT planning workflow using auto‐segmentation and knowledge‐based planning

Journal of Applied Clinical Medical Physics(2025)10.1002/acm2.70295

N/A

0DataRank · unranked

1 citations

Kirk Luca, Mingdong Fan, Pretesh R. Patel, Ashesh B. Jani, Xiaofeng Yang +3 more

Large‐scale convolutional neural network for clinical target and multi‐organ segmentation in gynecologic brachytherapy via multi‐stage learning

Medical Physics(2025)10.1002/mp.18067

N/A

0DataRank · unranked

0 citations

Yuan Gao, Yuheng Li, Richard L. J. Qiu, Chih‐Wei Chang, Keyur D Shah +8 more