Steve Jiang

Also affiliated with The University of Texas Southwestern Medical Center

Physics and AstronomyMedicineEngineering

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 33 papers. Top paper: “Operating a treatment planning system using a deep‐reinforcement learning‐based virtual treatment planner for prostate cancer intensity‐modulated radiation therapy treatment planning”.

Operating a treatment planning system using a deep‐reinforcement learning‐based virtual treatment planner for prostate cancer intensity‐modulated radiation therapy treatment planning

Medical Physics(2020)10.1002/mp.14114

N/A

0DataRank · unranked

102 citations

Dan Nguyen, Liyuan Chen, Yesenia Gonzalez, Rafe McBeth, Nan Qin +3 more

Dose prediction with deep learning for prostate cancer radiation therapy: Model adaptation to different treatment planning practices

Radiotherapy and Oncology(2020)10.1016/j.radonc.2020.10.027

N/A

0DataRank · unranked

98 citations

Dan Nguyen, Nima Hassan Rezaeian, Ana María Barragán Montero, Sebastiaan Breedveld, Kamesh Namuduri +3 more

Improving proton dose calculation accuracy by using deep learning

Machine Learning Science and Technology(2020)10.1088/2632-2153/abb6d5

N/A

0DataRank · unranked

53 citations

Dan Nguyen, Yixun Xing, Ana María Barragán Montero, Jan Schuemann, Haijiao Shang +3 more

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

Physics in Medicine and Biology(2020)10.1088/1361-6560/abc812

N/A

0DataRank · unranked

23 citations

Min-Yu Tsai, Liyuan Chen, Shulong Li, Dan Nguyen, Jing Wang +3 more

Boosting radiotherapy dose calculation accuracy with deep learning

Journal of Applied Clinical Medical Physics(2020)10.1002/acm2.12937

N/A

0DataRank · unranked

36 citations

You Zhang, Dan Nguyen, Mu‐Han Lin, Weiguo Lu, Steve Jiang +1 more

Using deep learning to predict beam‐tunable Pareto optimal dose distribution for intensity‐modulated radiation therapy

Medical Physics(2020)10.1002/mp.14374

N/A

0DataRank · unranked

33 citations

Azar Sadeghnejad Barkousaraie, Steve Jiang, Dan Nguyen, Gyanendra Bohara

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

Medical Image Analysis(2020)10.1016/j.media.2020.101896

N/A

0DataRank · unranked

33 citations

Chenyang Shen, Hyunuk Jung, Dan Nguyen, Steve Jiang, Kevin Albuquerque +2 more

Synthetic CT generation from CBCT images via unsupervised deep learning

Physics in Medicine and Biology(2021)10.1088/1361-6560/ac01b6

N/A

0DataRank · unranked

56 citations

Xiao Liang, Chenyang Shen, Dan Nguyen, Steve Jiang, Jing Wang +1 more

A comparison of Monte Carlo dropout and bootstrap aggregation on the performance and uncertainty estimation in radiation therapy dose prediction with deep learning neural networks

Physics in Medicine and Biology(2021)10.1088/1361-6560/abe04f

N/A

0DataRank · unranked

52 citations

Azar Sadeghnejad Barkousaraie, Gyanendra Bohara, Anjali Balagopal, Rafe McBeth, Mu‐Han Lin +2 more

Site-Agnostic 3D Dose Distribution Prediction with Deep Learning Neural Networks

arXiv (Cornell University)(2021)10.1002/mp.15461

N/A

0DataRank · unranked

25 citations

Itzel Ramirez Tapia, Anjali Balagopal, Xinran Zhong, Azar Sadeghnejad Barkousaraie, Rafe McBeth +4 more

Advances in Automated Treatment Planning

Seminars in Radiation Oncology(2022)10.1016/j.semradonc.2022.06.004

N/A

0DataRank · unranked

46 citations

Mu‐Han Lin, David J. Sher, Weiguo Lu, Xun Jia, Steve Jiang +1 more

Real-time liver tumor localization via a single x-ray projection using deep graph neural network-assisted biomechanical modeling

Physics in Medicine and Biology(2022)10.1088/1361-6560/ac6b7b

N/A

0DataRank · unranked

42 citations

Jing Wang, Ti Bai, Jaehee Chun, Justin C. Park, Steve Jiang +2 more

Predicting local persistence/recurrence after radiation therapy for head and neck cancer from PET/CT using a multi-objective, multi-classifier radiomics model

Frontiers in Oncology(2022)10.3389/fonc.2022.955712

N/A

0DataRank · unranked

15 citations

Kai Wang, Zhiguo Zhou, Genggeng Qin, Lei Wang, Ping Li +4 more

NRG-DT001 phase Ib trial of neoadjuvant navtemadlin (previously AMG232 and KRT232) concurrent with preoperative radiotherapy in wild-type p53 soft tissue sarcoma of the extremity and body wall.

Journal of Clinical Oncology(2022)10.1200/jco.2022.40.16_suppl.11521

N/A

0DataRank · unranked

2 citations

Pedro A. Torres‐Saavedra, Brian Andrew Van Tine, David G. Kirsch, Michelle A. Rudek, Paul E. Wakely +13 more

Zero-Shot Medical Image Translation via Frequency-Guided Diffusion Models

IEEE Transactions on Medical Imaging(2023)10.1109/tmi.2023.3325703

N/A

0DataRank · unranked

85 citations

Hua‐Chieh Shao, Xiao Liang, Liyuan Chen, Ruiqi Li, Steve Jiang +3 more

Real-time liver tumor localization via combined surface imaging and a single x-ray projection

Physics in Medicine and Biology(2023)10.1088/1361-6560/acb889

N/A

0DataRank · unranked

23 citations

Yunxiang Li, Jing Wang, Steve Jiang, You Zhang, Hua‐Chieh Shao

Evaluating machine learning enhanced intelligent‐optimization‐engine (IOE) performance for ethos head‐and‐neck (HN) plan generation

Journal of Applied Clinical Medical Physics(2023)10.1002/acm2.13950

N/A

0DataRank · unranked

23 citations

Enobong Inam, Boyu Meng, Siqiu Wang, David Parsons, Dan Nyugen +7 more

Intentional deep overfit learning for patient‐specific dose predictions in adaptive radiotherapy

Medical Physics(2023)10.1002/mp.16616

N/A

0DataRank · unranked

19 citations

Xiao Liang, Mu‐Han Lin, Steve Jiang, Dan Nguyen, Austen Maniscalco

ART2Dose: A comprehensive dose verification platform for online adaptive radiotherapy

Medical Physics(2023)10.1002/mp.16806

N/A

0DataRank · unranked

18 citations

Mingli Chen, Youfang Lai, Zipalkumar Trivedi, Junjie Wu, Tim Foo +11 more

Real‐time liver motion estimation via deep learning‐based angle‐agnostic X‐ray imaging

Medical Physics(2023)10.1002/mp.16691

N/A

0DataRank · unranked

13 citations

Yunxiang Li, Jing Wang, Steve Jiang, You Zhang, Hua‐Chieh Shao

Artificial intelligence guided physician directive improves head and neck planning quality and practice Uniformity: A prospective study

Clinical and Translational Radiation Oncology(2023)10.1016/j.ctro.2023.100616

N/A

0DataRank · unranked

12 citations

Rafe McBeth, Dan Nguyen, Allen Yen, Zipalkumar Trivedi, Dominic H. Moon +6 more

Single patient learning for adaptive radiotherapy dose prediction

Medical Physics(2023)10.1002/mp.16799

N/A

0DataRank · unranked

9 citations

Xiao Liang, Mu‐Han Lin, Steve Jiang, Dan Nguyen, Austen Maniscalco

Cancer Informatics for Cancer Centers: Sharing Ideas on How to Build an Artificial Intelligence–Ready Informatics Ecosystem for Radiation Oncology

JCO Clinical Cancer Informatics(2023)10.1200/cci.23.00136

N/A

0DataRank · unranked

1 citations

Michael F. Gensheimer, David A. Jaffray, Daniel A. Pryma, Steve Jiang, Olivier Morin +22 more

Zero-shot Medical Image Translation via Frequency-Guided Diffusion Models

arXiv (Cornell University)(2023)10.48550/arxiv.2304.02742

N/A

0DataRank · unranked

6 citations

Hua‐Chieh Shao, Xiao Liang, Liyuan Chen, Ruiqi Li, Steve Jiang +3 more

Multimodal radiotherapy dose prediction using a multi‐task deep learning model

Medical Physics(2024)10.1002/mp.17115

N/A

0DataRank · unranked

17 citations

Ezek Mathew, David Parsons, Justin Visak, Mona Arbab, Prasanna Alluri +7 more

Progressive auto-segmentation for cone-beam computed tomography-based online adaptive radiotherapy

Physics and Imaging in Radiation Oncology(2024)10.1016/j.phro.2024.100610

N/A

0DataRank · unranked

5 citations

Xiao Liang, Boyu Meng, Michael Dohopolski, Choi ByongSu, Bin Cai +5 more

Quality assurance for online adaptive radiotherapy: a secondary dose verification model with geometry-encoded U-Net

Machine Learning Science and Technology(2024)10.1088/2632-2153/ad829e

N/A

0DataRank · unranked

3 citations

Austen Maniscalco, Biling Wang, Dan Nguyen, Steve Jiang, Chenyang Shen +1 more

Assessing population‐based to personalized planning strategies for head and neck adaptive radiotherapy

Journal of Applied Clinical Medical Physics(2024)10.1002/acm2.14576

N/A

0DataRank · unranked

2 citations

Chien‐Yi Liao, Xinran Zhong, Biling Wang, Sean Domal, Hui‐Ju Wang +11 more

Adaptive radiotherapy dose prediction on head and neck cancer patients with a 3D multi-headed U-Net deep learning architecture

Machine Learning Health(2025)10.1088/3049-477x/adfade

N/A

0DataRank · unranked

2 citations

Austen Maniscalco, David J. Sher, Mu-Han Lin, Steve Jiang, Dan Nguyen +1 more

Medical image segmentation assisted with clinical inputs via language encoder in a deep learning framework

Machine Learning Science and Technology(2025)10.1088/2632-2153/adb371

N/A

0DataRank · unranked

1 citations

Biling Wang, Deepkumar Mistry, Jing Wang, Michael Dohopolski, Daniel Yang +4 more

Enhanced dose prediction for head and neck cancer artificial intelligence‐driven radiotherapy based on transfer learning with limited training data

Journal of Applied Clinical Medical Physics(2025)10.1002/acm2.70012

N/A

0DataRank · unranked

0 citations

Austen Maniscalco, David J. Sher, Mu‐Han Lin, Steve Jiang, Dan Nguyen +1 more

Prior guided deep difference meta-learner for fast adaptation to stylized segmentation

Machine Learning Science and Technology(2025)10.1088/2632-2153/adc970

N/A

0DataRank · unranked

0 citations

Anjali Balagopal, Ti Bai, Michael Dohopolski, Mu‐Han Lin, Steve Jiang +1 more

MedicalDataHandler, a research‐oriented graphical user interface for DICOM data management

Medical Physics(2025)10.1002/mp.70240

N/A

0DataRank · unranked

0 citations

Yang Kyun Park, Andrew Godley, Mu‐Han Lin, Steve Jiang, Dan Nguyen +1 more