Nguyen D - Search Results

1

A deep learning-based framework for segmenting invisible clinical target volumes with estimated uncertainties for post-operative prostate cancer radiotherapy.

Balagopal A, Nguyen D, Morgan H, Weng Y, Dohopolski M, Lin MH, Barkousaraie AS, Gonzalez Y, Garant A, Desai N, Hannan R, Jiang S. Balagopal A, et al. Among authors: nguyen d. Med Image Anal. 2021 Aug;72:102101. doi: 10.1016/j.media.2021.102101. Epub 2021 May 17. Med Image Anal. 2021. PMID: 34111573

2

Accurate real time localization tracking in a clinical environment using Bluetooth Low Energy and deep learning.

Iqbal Z, Luo D, Henry P, Kazemifar S, Rozario T, Yan Y, Westover K, Lu W, Nguyen D, Long T, Wang J, Choy H, Jiang S. Iqbal Z, et al. Among authors: nguyen d. PLoS One. 2018 Oct 11;13(10):e0205392. doi: 10.1371/journal.pone.0205392. eCollection 2018. PLoS One. 2018. PMID: 30307999 Free PMC article.

3

Fully automated organ segmentation in male pelvic CT images.

Balagopal A, Kazemifar S, Nguyen D, Lin MH, Hannan R, Owrangi A, Jiang S. Balagopal A, et al. Among authors: nguyen d. Phys Med Biol. 2018 Dec 14;63(24):245015. doi: 10.1088/1361-6560/aaf11c. Phys Med Biol. 2018. PMID: 30523973

4

3D radiotherapy dose prediction on head and neck cancer patients with a hierarchically densely connected U-net deep learning architecture.

Nguyen D, Jia X, Sher D, Lin MH, Iqbal Z, Liu H, Jiang S. Nguyen D, et al. Phys Med Biol. 2019 Mar 18;64(6):065020. doi: 10.1088/1361-6560/ab039b. Phys Med Biol. 2019. PMID: 30703760

5

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

Nguyen D, Long T, Jia X, Lu W, Gu X, Iqbal Z, Jiang S. Nguyen D, et al. Sci Rep. 2019 Jan 31;9(1):1076. doi: 10.1038/s41598-018-37741-x. Sci Rep. 2019. PMID: 30705354 Free PMC article.

6

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

Shen C, Gonzalez Y, Klages P, Qin N, Jung H, Chen L, Nguyen D, Jiang SB, Jia X. Shen C, et al. Among authors: nguyen d. Phys Med Biol. 2019 May 29;64(11):115013. doi: 10.1088/1361-6560/ab18bf. Phys Med Biol. 2019. PMID: 30978709 Free PMC article.

7

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

Kazemifar S, McGuire S, Timmerman R, Wardak Z, Nguyen D, Park Y, Jiang S, Owrangi A. Kazemifar S, et al. Among authors: nguyen d. Radiother Oncol. 2019 Jul;136:56-63. doi: 10.1016/j.radonc.2019.03.026. Epub 2019 Apr 11. Radiother Oncol. 2019. PMID: 31015130

8

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

Barragán-Montero AM, Nguyen D, Lu W, Lin MH, Norouzi-Kandalan R, Geets X, Sterpin E, Jiang S. Barragán-Montero AM, et al. Among authors: nguyen d. Med Phys. 2019 Aug;46(8):3679-3691. doi: 10.1002/mp.13597. Epub 2019 Jun 17. Med Phys. 2019. PMID: 31102554

9

Generating synthesized computed tomography (CT) from cone-beam computed tomography (CBCT) using CycleGAN for adaptive radiation therapy.

Liang X, Chen L, Nguyen D, Zhou Z, Gu X, Yang M, Wang J, Jiang S. Liang X, et al. Among authors: nguyen d. Phys Med Biol. 2019 Jun 10;64(12):125002. doi: 10.1088/1361-6560/ab22f9. Phys Med Biol. 2019. PMID: 31108465

10

Super-Resolution ¹H Magnetic Resonance Spectroscopic Imaging Utilizing Deep Learning.

Iqbal Z, Nguyen D, Hangel G, Motyka S, Bogner W, Jiang S. Iqbal Z, et al. Among authors: nguyen d. Front Oncol. 2019 Oct 9;9:1010. doi: 10.3389/fonc.2019.01010. eCollection 2019. Front Oncol. 2019. PMID: 31649879 Free PMC article.

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