Gao Y - Search Results

1

Validation of a deep learning-based material estimation model for Monte Carlo dose calculation in proton therapy.

Chang CW, Zhou S, Gao Y, Lin L, Liu T, Bradley JD, Zhang T, Zhou J, Yang X. Chang CW, et al. Among authors: gao y. Phys Med Biol. 2022 Oct 19;67(21):10.1088/1361-6560/ac9663. doi: 10.1088/1361-6560/ac9663. Phys Med Biol. 2022. PMID: 36174551 Free PMC article.

2

Dual-energy CT based mass density and relative stopping power estimation for proton therapy using physics-informed deep learning.

Chang CW, Gao Y, Wang T, Lei Y, Wang Q, Pan S, Sudhyadhom A, Bradley JD, Liu T, Lin L, Zhou J, Yang X. Chang CW, et al. Among authors: gao y. Phys Med Biol. 2022 May 26;67(11):10.1088/1361-6560/ac6ebc. doi: 10.1088/1361-6560/ac6ebc. Phys Med Biol. 2022. PMID: 35545078 Free PMC article.

3

A potential revolution in cancer treatment: A topical review of FLASH radiotherapy.

Gao Y, Liu R, Chang CW, Charyyev S, Zhou J, Bradley JD, Liu T, Yang X. Gao Y, et al. J Appl Clin Med Phys. 2022 Oct;23(10):e13790. doi: 10.1002/acm2.13790. Epub 2022 Sep 27. J Appl Clin Med Phys. 2022. PMID: 36168677 Free PMC article. Review.

4

Multimodal imaging-based material mass density estimation for proton therapy using supervised deep learning.

Chang CW, Marants R, Gao Y, Goette M, Scholey JE, Bradley JD, Liu T, Zhou J, Sudhyadhom A, Yang X. Chang CW, et al. Among authors: gao y. Br J Radiol. 2023 Dec;96(1152):20220907. doi: 10.1259/bjr.20220907. Epub 2023 Oct 3. Br J Radiol. 2023. PMID: 37660372 Free PMC article.

5

Single energy CT-based mass density and relative stopping power estimation for proton therapy using deep learning method.

Gao Y, Chang CW, Roper J, Axente M, Lei Y, Pan S, Bradley JD, Zhou J, Liu T, Yang X. Gao Y, et al. Front Oncol. 2023 Nov 23;13:1278180. doi: 10.3389/fonc.2023.1278180. eCollection 2023. Front Oncol. 2023. PMID: 38074686 Free PMC article.

6

Deep learning-based synthetic dose-weighted LET map generation for intensity modulated proton therapy.

Gao Y, Chang CW, Pan S, Peng J, Ma C, Patel P, Roper J, Zhou J, Yang X. Gao Y, et al. Phys Med Biol. 2024 Jan 5;69(2):025004. doi: 10.1088/1361-6560/ad154b. Phys Med Biol. 2024. PMID: 38091613 Free PMC article.

7

High-resolution MRI synthesis using a data-driven framework with denoising diffusion probabilistic modeling.

Chang CW, Peng J, Safari M, Salari E, Pan S, Roper J, Qiu RLJ, Gao Y, Shu HK, Mao H, Yang X. Chang CW, et al. Among authors: gao y. Phys Med Biol. 2024 Feb 5;69(4):045001. doi: 10.1088/1361-6560/ad209c. Phys Med Biol. 2024. PMID: 38241726 Free PMC article.

8

MRI-only based material mass density and relative stopping power estimation via deep learning for proton therapy: a preliminary study.

Gao Y, Chang CW, Mandava S, Marants R, Scholey JE, Goette M, Lei Y, Mao H, Bradley JD, Liu T, Zhou J, Sudhyadhom A, Yang X. Gao Y, et al. Sci Rep. 2024 May 15;14(1):11166. doi: 10.1038/s41598-024-61869-8. Sci Rep. 2024. PMID: 38750148 Free PMC article.

9

CT-based synthetic iodine map generation using conditional denoising diffusion probabilistic model.

Gao Y, Xie H, Chang CW, Peng J, Pan S, Qiu RLJ, Wang T, Ghavidel B, Roper J, Zhou J, Yang X. Gao Y, et al. Med Phys. 2024 Sep;51(9):6246-6258. doi: 10.1002/mp.17258. Epub 2024 Jun 18. Med Phys. 2024. PMID: 38889368

10

Author Correction: MRI-only based material mass density and relative stopping power estimation via deep learning for proton therapy: a preliminary study.

Gao Y, Chang CW, Mandava S, Marants R, Scholey JE, Goette M, Lei Y, Mao H, Bradley JD, Liu T, Zhou J, Sudhyadhom A, Yang X. Gao Y, et al. Sci Rep. 2024 Jun 25;14(1):14647. doi: 10.1038/s41598-024-65365-x. Sci Rep. 2024. PMID: 38918458 Free PMC article. No abstract available.

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