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Dan Nguyen

university of texas system

35H-index
262Paper Count
4.3KCitation Count
Published Papers 104
Publication Date
Medical Physics Adaptive Radiotherapy (MPART) Fellowship: Bridging the Training Gap in Online Adaptive Radiotherapy
err2025-12-18
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errCai, Bin; Parsons, David; Lin, Mu-Han; Nguyen, Dan; Godley, Andrew R.; Pompos, Arnold; Desai, Kajal; Badiyan, Shahed; Sher, David; Timmerman, Robert; Jiang, Steve
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ID# 1906980 SIJ Fusion Using a Lateral Transfixing Procedure: 6-month Outcomes from the Prospective, Multicenter STACI Study
err2025-09-22
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PREAI
errChris Mallard; Jacqueline Weisbein; Jack Smith; Denis Patterson; Timothy Davis; Douglas Beall; Anne Christopher; Dan Nguyen; Daniel Kloster; Andrew Trobridge; John Hatheway; Caroline Harstroem; John Broadnax; Eric Anderson; Jeffrey Foster; Charles Simmons; Michael Harned
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Revisiting LLMs and Lung Cancer Questions: How AI Responds to Common Lung Cancer Questions Two Years Later
err2025-09-16
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PREAI
errDan Nguyen; Amir A. Rahsepar; Hamid Chalian; Cameron Hassani; Grace Hyun J. Kim; Arash Bedayat
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Safety and initial effectiveness of minimally invasive sacroiliac joint fusion with metal implants using a lateral transiliac approach: a prospective trial
err2025-07-01
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PREAI
errWeisbein, Jacqueline; Patterson, Denis; Beall, Douglas; Nguyen, Dan; Smith, Jack; Harstroem, Caroline; Davis, Timothy; Foster, Jeffrey; Christopher, Anne; Kloster, Daniel; Broadnax, John; Anderson, Eric; Hatheway, John; Trobridge, Andrew; Simmons, Charles; Stauss, Thomas; Harned, Michael; Mallard, Christopher
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Prior guided deep difference meta-learner for fast adaptation to stylized segmentation
err2025-04-16
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errNguyen, Dan; Balagopal, Anjali; Bai, Ti; Lin, Mu-Han; Jiang, Steve
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Contour uncertainty assessment for MD-omitted daily adaptive online head and neck radiotherapy
err2025-04-01
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PREAI
errLiao, Chien-Yi; Maniscalco, Austen Matthew; Zhao, Hengrui; Bai, Ti; Choi, Byongsu; Moon, Dominic; Yang, Daniel; Wang, Jing; Zhong, Xinran; Nguyen, Dan; Godley, Andrew; Jiang, Steve B.; Sher, David; Lin, Mu-Han
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Medical image segmentation assisted with clinical inputs via language encoder in a deep learning framework
err2025-02-14
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errZhao, Hengrui; Wang, Biling; Mistry, Deepkumar; Wang, Jing; Dohopolski, Michael; Yang, Daniel; Lu, Weiguo; Jiang, Steve; Nguyen, Dan
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Deep learning dose prediction to approach Erasmus-iCycle dosimetric plan quality within seconds for instantaneous treatment planning
err2025-02-01
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PREAI
errvan Genderingen, Joep; Nguyen, Dan; Knuth, Franziska; Nomer, Hazem A. A.; Incrocci, Luca; Sharfo, Abdul Wahab M.; Zolnay, Andras; Oelfke, Uwe; Jiang, Steve; Rossi, Linda; Heijmen, Ben J. M.; Breedveld, Sebastiaan
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Deep unsupervised clustering for prostate auto-segmentation with and without hydrogel spacer
err2025-01-23
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errZhao, Hengrui; Wang, Biling; Dohopolski, Michael; Bai, Ti; Jiang, Steve; Nguyen, Dan
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Deep learning prediction of scenario doses for direct plan robustness evaluations in IMPT for head-and-neck
err2024-11-12
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PREAI
errNomer, Hazem A. A.; Knuth, Franziska; van Genderingen, Joep; Nguyen, Dan; Sattler, Margriet; Zolnay, Andras; Oelfke, Uwe; Jiang, Steve; Rossi, Linda; Heijmen, Ben J. M.; Breedveld, Sebastiaan
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Quality assurance for online adaptive radiotherapy: a secondary dose verification model with geometry-encoded U-Net
err2024-10-11
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errYan, Shunyu; Maniscalco, Austen; Wang, Biling; Nguyen, Dan; Jiang, Steve; Shen, Chenyang
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Can input reconstruction be used to directly estimate uncertainty of a dose prediction U-Net model?
err2024-07-12
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PREAI
errHuet-Dastarac, Margerie; Nguyen, Dan; Longton, Eleonore; Jiang, Steve; Lee, John; Montero, Ana Barragan
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Progressive auto-segmentation for cone-beam computed tomography-based online adaptive radiotherapy
err2024-07-01
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errZhao, Hengrui; Liang, Xiao; Meng, Boyu; Dohopolski, Michael; Choi, Byongsu; Cai, Bin; Lin, Mu-Han; Bai, Ti; Nguyen, Dan; Jiang, Steve
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Performance deterioration of deep learning models after clinical deployment: a case study with auto-segmentation for definitive prostate cancer radiotherapy
err2024-06-25
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errWang, Biling; Dohopolski, Michael; Bai, Ti; Wu, Junjie; Hannan, Raquibul; Desai, Neil; Garant, Aurelie; Yang, Daniel; Nguyen, Dan; Lin, Mu-Han; Timmerman, Robert; Wang, Xinlei; Jiang, Steve B.
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Multimodal radiotherapy dose prediction using a multi-task deep learning model
err2024-05-06
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errOAAI
errManiscalco, Austen; Mathew, Ezek; Parsons, David; Visak, Justin; Arbab, Mona; Alluri, Prasanna; Li, Xingzhe; Wandrey, Narine; Lin, Mu-Han; Rahimi, Asal; Jiang, Steve; Nguyen, Dan
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Deep learning guided radiation therapy machine selection via a multi-headed dose prediction model
err2024-05-02
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PREAI
errManiscalco, Austen; Mathew, Ezek; Parsons, David; Rahimi, Asal; Arbab, Mona; Alluri, Prasanna; Li, Xingzhe; Lin, Mu-Han; Jiang, Steve; Nguyen, Dan
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Home Therapies to Neutralize Button Battery Injury in a Porcine Esophageal Model
err2024-04-01
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PREAI
errChiew, Angela L.; Lin, Calvin S.; Nguyen, Dan T.; Sinclair, Felicity A. W.; Chan, Betty S.; Solinas, Annalisa
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Deep learning based automatic segmentation of the Internal Pudendal Artery in definitive radiotherapy treatment planning of localized prostate cancer
err2024-04-01
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errBalagopal, Anjali; Dohopolski, Michael; Kwon, Young Suk; Montalvo, Steven; Morgan, Howard; Bai, Ti; Nguyen, Dan; Liang, Xiao; Zhong, Xinran; Lin, Mu-Han; Desai, Neil; Jiang, Steve
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Single patient learning for adaptive radiotherapy dose prediction
err2023-10-20
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errOAAI
errManiscalco, Austen; Liang, Xiao; Lin, Mu-Han; Jiang, Steve; Nguyen, Dan
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