Concepedia

Dan Nguyen

DN

71

Publications

3.2K

Citations

32

H-Index

2009

Active since

Affiliations

The University of Texas Southwestern Medical Center(Current)

University of California, Los Angeles

Southwestern Medical Center

Penn State Milton S. Hershey Medical Center

Dan Nguyen is an author at The University of Texas Southwestern Medical Center specializing in radiology, engineering, and radiation oncology.

Top concepts

RadiologyMedicineEngineeringMedical ImagingRadiation OncologyHealthDeep LearningMachine LearningMedical Image ComputingMedical Image Analysis

Publications per year

2009–2024

71

Publications

71

A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning

Dan Nguyen, Troy Long, Xun Jia et al. · Scientific Reports · 2019 · 342 citations · Full text

Three‐dimensional dose prediction for lung IMRT patients with deep neural networks: robust learning from heterogeneous beam configurations

Ana María Barragán Montero, Dan Nguyen, Weiguo Lu et al. · Medical Physics · 2019 · 177 citations · Full text

MRI-only brain radiotherapy: Assessing the dosimetric accuracy of synthetic CT images generated using a deep learning approach

Samaneh Kazemifar, Sarah McGuire, Robert Timmerman et al. · Radiotherapy and Oncology · 2019 · 155 citations · Full text

Adaptive Radiotherapy, Neuro-oncology, Engineering +14

Fully automated organ segmentation in male pelvic CT images

Anjali Balagopal, Samaneh Kazemifar, Dan Nguyen et al. · Physics in Medicine and Biology · 2018 · 135 citations · Full text

Medical Image Segmentation, Engineering, Biomedical Engineering +19

Intelligent inverse treatment planning via deep reinforcement learning, a proof-of-principle study in high dose-rate brachytherapy for cervical cancer

Chenyang Shen, Yesenia Gonzalez, Peter Klages et al. · Physics in Medicine and Biology · 2019 · 114 citations · Full text

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