Lei Y - Search Results

1

Deep learning-based thoracic CBCT correction with histogram matching.

Qiu RLJ, Lei Y, Shelton J, Higgins K, Bradley JD, Curran WJ, Liu T, Kesarwala AH, Yang X. Qiu RLJ, et al. Among authors: lei y. Biomed Phys Eng Express. 2021 Oct 29;7(6):10.1088/2057-1976/ac3055. doi: 10.1088/2057-1976/ac3055. Biomed Phys Eng Express. 2021. PMID: 34654011 Free PMC article.

2

MRI-based treatment planning for brain stereotactic radiosurgery: Dosimetric validation of a learning-based pseudo-CT generation method.

Wang T, Manohar N, Lei Y, Dhabaan A, Shu HK, Liu T, Curran WJ, Yang X. Wang T, et al. Among authors: lei y. Med Dosim. 2019 Autumn;44(3):199-204. doi: 10.1016/j.meddos.2018.06.008. Epub 2018 Aug 14. Med Dosim. 2019. PMID: 30115539 Free PMC article.

3

Magnetic resonance imaging-based pseudo computed tomography using anatomic signature and joint dictionary learning.

Lei Y, Shu HK, Tian S, Jeong JJ, Liu T, Shim H, Mao H, Wang T, Jani AB, Curran WJ, Yang X. Lei Y, et al. J Med Imaging (Bellingham). 2018 Jul;5(3):034001. doi: 10.1117/1.JMI.5.3.034001. Epub 2018 Aug 24. J Med Imaging (Bellingham). 2018. PMID: 30155512 Free PMC article.

4

Pseudo CT Estimation using Patch-based Joint Dictionary Learning.

Lei Y, Shu HK, Tian S, Wang T, Liu T, Mao H, Shim H, Curran WJ, Yang X. Lei Y, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:5150-5153. doi: 10.1109/EMBC.2018.8513475. Annu Int Conf IEEE Eng Med Biol Soc. 2018. PMID: 30441499

5

Learning-based CBCT correction using alternating random forest based on auto-context model.

Lei Y, Tang X, Higgins K, Lin J, Jeong J, Liu T, Dhabaan A, Wang T, Dong X, Press R, Curran WJ, Yang X. Lei Y, et al. Med Phys. 2019 Feb;46(2):601-618. doi: 10.1002/mp.13295. Epub 2018 Dec 11. Med Phys. 2019. PMID: 30471129 Free PMC article.

6

MRI-based attenuation correction for brain PET/MRI based on anatomic signature and machine learning.

Yang X, Wang T, Lei Y, Higgins K, Liu T, Shim H, Curran WJ, Mao H, Nye JA. Yang X, et al. Among authors: lei y. Phys Med Biol. 2019 Jan 7;64(2):025001. doi: 10.1088/1361-6560/aaf5e0. Phys Med Biol. 2019. PMID: 30524027 Free PMC article.

7

A learning-based automatic segmentation and quantification method on left ventricle in gated myocardial perfusion SPECT imaging: A feasibility study.

Wang T, Lei Y, Tang H, He Z, Castillo R, Wang C, Li D, Higgins K, Liu T, Curran WJ, Zhou W, Yang X. Wang T, et al. Among authors: lei y. J Nucl Cardiol. 2020 Jun;27(3):976-987. doi: 10.1007/s12350-019-01594-2. Epub 2019 Jan 28. J Nucl Cardiol. 2020. PMID: 30693428 Free PMC article.

8

Optimal virtual monoenergetic image in "TwinBeam" dual-energy CT for organs-at-risk delineation based on contrast-noise-ratio in head-and-neck radiotherapy.

Wang T, Ghavidel BB, Beitler JJ, Tang X, Lei Y, Curran WJ, Liu T, Yang X. Wang T, et al. Among authors: lei y. J Appl Clin Med Phys. 2019 Feb;20(2):121-128. doi: 10.1002/acm2.12539. Epub 2019 Jan 28. J Appl Clin Med Phys. 2019. PMID: 30693665 Free PMC article.

9

Deeply supervised 3D fully convolutional networks with group dilated convolution for automatic MRI prostate segmentation.

Wang B, Lei Y, Tian S, Wang T, Liu Y, Patel P, Jani AB, Mao H, Curran WJ, Liu T, Yang X. Wang B, et al. Among authors: lei y. Med Phys. 2019 Apr;46(4):1707-1718. doi: 10.1002/mp.13416. Epub 2019 Feb 19. Med Phys. 2019. PMID: 30702759 Free PMC article.

10

Dose evaluation of MRI-based synthetic CT generated using a machine learning method for prostate cancer radiotherapy.

Shafai-Erfani G, Wang T, Lei Y, Tian S, Patel P, Jani AB, Curran WJ, Liu T, Yang X. Shafai-Erfani G, et al. Among authors: lei y. Med Dosim. 2019 Winter;44(4):e64-e70. doi: 10.1016/j.meddos.2019.01.002. Epub 2019 Feb 1. Med Dosim. 2019. PMID: 30713000 Free PMC article.

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