Dan Nguyen

Also affiliated with Southwestern Medical Center, The University of Texas Southwestern Medical Center

Physics and AstronomyComputer Science

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 29 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

Artificial intelligence and machine learning for medical imaging: A technology review

Physica Medica(2021)10.1016/j.ejmp.2021.04.016

N/A

0DataRank · unranked

433 citations

Umair Javaid, Gilmer Valdés, Dan Nguyen, Paul Desbordes, Benoît Macq +9 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

Deep Learning Enables Prostate MRI Segmentation: A Large Cohort Evaluation With Inter-Rater Variability Analysis

Frontiers in Oncology(2021)10.3389/fonc.2021.801876

N/A

0DataRank · unranked

12 citations

Qi Miao, Chuthaporn Surawech, Haoxin Zheng, Dan Nguyen, Guang Yang +3 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

Towards a safe and efficient clinical implementation of machine learning in radiation oncology by exploring model interpretability, explainability and data-model dependency

Physics in Medicine and Biology(2022)10.1088/1361-6560/ac678a

N/A

0DataRank · unranked

78 citations

Adrien Bibal, Margerie Huet Dastarac, Camille Draguet, Gilmer Valdés, Dan Nguyen +8 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

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

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

Association Between Change in Ambulatory Pulmonary Artery Pressures and Natriuretic Peptides in Patients with Heart Failure: Results From the EMBRACE-HF Trial

Journal of Cardiac Failure(2023)10.1016/j.cardfail.2023.05.009

N/A

0DataRank · unranked

8 citations

Dan Nguyen, John A. Spertus, Kensey Gosch, Fengming Tang, Sheryl L. Windsor +5 more

Thalamic nuclei segmentation from T$_1$-weighted MRI: unifying and benchmarking state-of-the-art methods with young and old cohorts

arXiv (Cornell University)(2023)10.48550/arxiv.2309.15053

N/A

0DataRank · unranked

1 citations

Dan Nguyen, Julie Vidal, Alzheimer’s Disease Neuroimaging Initiative, Manojkumar Saranathan, B. A. Williams

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

Thalamic nuclei segmentation from T1-weighted MRI: Unifying and benchmarking state-of-the-art methods

Imaging Neuroscience(2024)10.1162/imag_a_00166

N/A

0DataRank · unranked

20 citations

Dan Nguyen, Julie Vidal, Manojkumar Saranathan, B. A. Williams

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

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

T2‐weighted imaging of rectal cancer using a 3D fast spin echo sequence with and without deep learning reconstruction: A reader study

Journal of Applied Clinical Medical Physics(2025)10.1002/acm2.70031

N/A

0DataRank · unranked

1 citations

Sarah Palmquist, Ken‐Pin Hwang, Jingfei Ma, Usama Salem, Jia Sun +7 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