Liu Y, Luo W, Li X, Liu M
Med Biol Eng Comput. 2024; 63(3):733-747.
PMID: 39472391
DOI: 10.1007/s11517-024-03231-8.
Fu A, Ungun B, Xing L, Boyd S
Optim Eng. 2023; 20(1):277-300.
PMID: 37990749
PMC: 10662894.
DOI: 10.1007/s11081-018-9409-2.
Irannejad M, Abedi I, Lonbani V, Hassanvand M
J Appl Clin Med Phys. 2023; 25(3):e14197.
PMID: 37933891
PMC: 10962483.
DOI: 10.1002/acm2.14197.
Mashayekhi M, McBeth R, Nguyen D, Yen A, Trivedi Z, Moon D
Clin Transl Radiat Oncol. 2023; 40:100616.
PMID: 36968578
PMC: 10034417.
DOI: 10.1016/j.ctro.2023.100616.
Nguyen D, Lin M, Sher D, Lu W, Jia X, Jiang S
Semin Radiat Oncol. 2022; 32(4):343-350.
PMID: 36202437
PMC: 9851906.
DOI: 10.1016/j.semradonc.2022.06.004.
Automated and Clinically Optimal Treatment Planning for Cancer Radiotherapy.
Zarepisheh M, Hong L, Zhou Y, Huang Q, Yang J, Jhanwar G
INFORMS J Appl Anal. 2022; 52(1):69-89.
PMID: 35847768
PMC: 9284667.
DOI: 10.1287/inte.2021.1095.
Combining dense elements with attention mechanisms for 3D radiotherapy dose prediction on head and neck cancers.
Cros S, Bouttier H, Nguyen-Tan P, Vorontsov E, Kadoury S
J Appl Clin Med Phys. 2022; 23(8):e13655.
PMID: 35661390
PMC: 9359045.
DOI: 10.1002/acm2.13655.
MR-Guided Adaptive Radiotherapy for OAR Sparing in Head and Neck Cancers.
Mulder S, Heukelom J, McDonald B, van Dijk L, Wahid K, Sanders K
Cancers (Basel). 2022; 14(8).
PMID: 35454816
PMC: 9028510.
DOI: 10.3390/cancers14081909.
Site-agnostic 3D dose distribution prediction with deep learning neural networks.
Mashayekhi M, Tapia I, Balagopal A, Zhong X, Barkousaraie A, McBeth R
Med Phys. 2022; 49(3):1391-1406.
PMID: 35037276
PMC: 9870295.
DOI: 10.1002/mp.15461.
An Early Stage Researcher's Primer on Systems Medicine Terminology.
Zanin M, Aitya N, Basilio J, Baumbach J, Benis A, Behera C
Netw Syst Med. 2021; 4(1):2-50.
PMID: 33659919
PMC: 7919422.
DOI: 10.1089/nsm.2020.0003.
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.
Nguyen D, Barkousaraie A, Bohara G, Balagopal A, McBeth R, Lin M
Phys Med Biol. 2021; 66(5):054002.
PMID: 33503599
PMC: 8837265.
DOI: 10.1088/1361-6560/abe04f.
Incorporating biological modeling into patient-specific plan verification.
Alexandrian A, Mavroidis P, Narayanasamy G, McConnell K, Kabat C, George R
J Appl Clin Med Phys. 2020; 21(3):94-107.
PMID: 32101368
PMC: 7075379.
DOI: 10.1002/acm2.12831.
Incorporating human and learned domain knowledge into training deep neural networks: A differentiable dose-volume histogram and adversarial inspired framework for generating Pareto optimal dose distributions in radiation therapy.
Nguyen D, McBeth R, Barkousaraie A, Bohara G, Shen C, Jia X
Med Phys. 2019; 47(3):837-849.
PMID: 31821577
PMC: 7819274.
DOI: 10.1002/mp.13955.
Quantum-inspired algorithm for radiotherapy planning optimization.
Pakela J, Tseng H, Matuszak M, Ten Haken R, McShan D, El Naqa I
Med Phys. 2019; 47(1):5-18.
PMID: 31574176
PMC: 6980234.
DOI: 10.1002/mp.13840.
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
Sci Rep. 2019; 9(1):1076.
PMID: 30705354
PMC: 6355802.
DOI: 10.1038/s41598-018-37741-x.
Rapid direct aperture optimization via dose influence matrix based piecewise aperture dose model.
Zeng X, Gao H, Wei X
PLoS One. 2018; 13(5):e0197926.
PMID: 29791505
PMC: 5965891.
DOI: 10.1371/journal.pone.0197926.
Intensity-modulated radiation therapy: a review with a physics perspective.
Cho B
Radiat Oncol J. 2018; 36(1):1-10.
PMID: 29621869
PMC: 5903356.
DOI: 10.3857/roj.2018.00122.
Selection of external beam radiotherapy approaches for precise and accurate cancer treatment.
Shirato H, Le Q, Kobashi K, Prayongrat A, Takao S, Shimizu S
J Radiat Res. 2018; 59(suppl_1):i2-i10.
PMID: 29373709
PMC: 5868193.
DOI: 10.1093/jrr/rrx092.
Deterministic direct aperture optimization using multiphase piecewise constant segmentation.
Nguyen D, OConnor D, Ruan D, Sheng K
Med Phys. 2017; 44(11):5596-5609.
PMID: 28834556
PMC: 5689109.
DOI: 10.1002/mp.12529.
Characteristics of non-coplanar IMRT in the presence of target-embedded organs at risk.
Bratengeier K, Holubyev K
Radiat Oncol. 2015; 10:207.
PMID: 26458947
PMC: 5480416.
DOI: 10.1186/s13014-015-0494-5.