Lin MH - 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: lin mh. 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

Boosting radiotherapy dose calculation accuracy with deep learning.

Xing Y, Zhang Y, Nguyen D, Lin MH, Lu W, Jiang S. Xing Y, et al. Among authors: lin mh. J Appl Clin Med Phys. 2020 Aug;21(8):149-159. doi: 10.1002/acm2.12937. Epub 2020 Jun 19. J Appl Clin Med Phys. 2020. PMID: 32559018 Free PMC article.

3

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, Sadeghnejad Barkousaraie A, Bohara G, Balagopal A, McBeth R, Lin MH, Jiang S. Nguyen D, et al. Among authors: lin mh. Phys Med Biol. 2021 Feb 24;66(5):054002. doi: 10.1088/1361-6560/abe04f. Phys Med Biol. 2021. PMID: 33503599 Free PMC article.

4

Site-agnostic 3D dose distribution prediction with deep learning neural networks.

Mashayekhi M, Tapia IR, Balagopal A, Zhong X, Barkousaraie AS, McBeth R, Lin MH, Jiang S, Nguyen D. Mashayekhi M, et al. Among authors: lin mh. Med Phys. 2022 Mar;49(3):1391-1406. doi: 10.1002/mp.15461. Epub 2022 Jan 27. Med Phys. 2022. PMID: 35037276 Free PMC article.

5

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: lin mh. Phys Med Biol. 2018 Dec 14;63(24):245015. doi: 10.1088/1361-6560/aaf11c. Phys Med Biol. 2018. PMID: 30523973

6

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: lin mh. Med Phys. 2019 Aug;46(8):3679-3691. doi: 10.1002/mp.13597. Epub 2019 Jun 17. Med Phys. 2019. PMID: 31102554

7

Dose prediction with deep learning for prostate cancer radiation therapy: Model adaptation to different treatment planning practices.

Kandalan RN, Nguyen D, Rezaeian NH, Barragán-Montero AM, Breedveld S, Namuduri K, Jiang S, Lin MH. Kandalan RN, et al. Among authors: lin mh. Radiother Oncol. 2020 Dec;153:228-235. doi: 10.1016/j.radonc.2020.10.027. Epub 2020 Oct 22. Radiother Oncol. 2020. PMID: 33098927 Free PMC article.

8

Registration-guided deep learning image segmentation for cone beam CT-based online adaptive radiotherapy.

Ma L, Chi W, Morgan HE, Lin MH, Chen M, Sher D, Moon D, Vo DT, Avkshtol V, Lu W, Gu X. Ma L, et al. Among authors: lin mh. Med Phys. 2022 Aug;49(8):5304-5316. doi: 10.1002/mp.15677. Epub 2022 May 4. Med Phys. 2022. PMID: 35460584

9

Case Report: Adaptive radiotherapy in the radiation salvage of prostate cancer.

Montalvo SK, Meng B, Lin MH, Park C, Desai NB, Hannan R, Garant A. Montalvo SK, et al. Among authors: lin mh. Front Oncol. 2022 Aug 15;12:898822. doi: 10.3389/fonc.2022.898822. eCollection 2022. Front Oncol. 2022. PMID: 36046047 Free PMC article.

10

Advances in Automated Treatment Planning.

Nguyen D, Lin MH, Sher D, Lu W, Jia X, Jiang S. Nguyen D, et al. Among authors: lin mh. Semin Radiat Oncol. 2022 Oct;32(4):343-350. doi: 10.1016/j.semradonc.2022.06.004. Semin Radiat Oncol. 2022. PMID: 36202437 Free PMC article. Review.

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