Shu HK - Search Results

1

MGMT promoter methylation prediction based on multiparametric MRI via vision graph neural network.

Hu M, Yang K, Wang J, Qiu RLJ, Roper J, Kahn S, Shu HK, Yang X. Hu M, et al. Among authors: shu hk. J Med Imaging (Bellingham). 2024 Jan;11(1):014503. doi: 10.1117/1.JMI.11.1.014503. Epub 2024 Feb 16. J Med Imaging (Bellingham). 2024. PMID: 38370421

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: shu hk. 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. Among authors: shu hk. 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

MRI-based synthetic CT generation using semantic random forest with iterative refinement.

Lei Y, Harms J, Wang T, Tian S, Zhou J, Shu HK, Zhong J, Mao H, Curran WJ, Liu T, Yang X. Lei Y, et al. Among authors: shu hk. Phys Med Biol. 2019 Apr 5;64(8):085001. doi: 10.1088/1361-6560/ab0b66. Phys Med Biol. 2019. PMID: 30818292 Free PMC article.

5

MRI-based pseudo CT synthesis using anatomical signature and alternating random forest with iterative refinement model.

Lei Y, Jeong JJ, Wang T, Shu HK, Patel P, Tian S, Liu T, Shim H, Mao H, Jani AB, Curran WJ, Yang X. Lei Y, et al. Among authors: shu hk. J Med Imaging (Bellingham). 2018 Oct;5(4):043504. doi: 10.1117/1.JMI.5.4.043504. Epub 2018 Dec 5. J Med Imaging (Bellingham). 2018. PMID: 30840748 Free PMC article.

6

Dosimetric study on learning-based cone-beam CT correction in adaptive radiation therapy.

Wang T, Lei Y, Manohar N, Tian S, Jani AB, Shu HK, Higgins K, Dhabaan A, Patel P, Tang X, Liu T, Curran WJ, Yang X. Wang T, et al. Among authors: shu hk. Med Dosim. 2019 Winter;44(4):e71-e79. doi: 10.1016/j.meddos.2019.03.001. Epub 2019 Apr 1. Med Dosim. 2019. PMID: 30948341 Free PMC article.

7

Learning-based automatic segmentation of arteriovenous malformations on contrast CT images in brain stereotactic radiosurgery.

Wang T, Lei Y, Tian S, Jiang X, Zhou J, Liu T, Dresser S, Curran WJ, Shu HK, Yang X. Wang T, et al. Among authors: shu hk. Med Phys. 2019 Jul;46(7):3133-3141. doi: 10.1002/mp.13560. Epub 2019 May 21. Med Phys. 2019. PMID: 31050804 Free PMC article.

8

MRI-only based synthetic CT generation using dense cycle consistent generative adversarial networks.

Lei Y, Harms J, Wang T, Liu Y, Shu HK, Jani AB, Curran WJ, Mao H, Liu T, Yang X. Lei Y, et al. Among authors: shu hk. Med Phys. 2019 Aug;46(8):3565-3581. doi: 10.1002/mp.13617. Epub 2019 Jun 12. Med Phys. 2019. PMID: 31112304 Free PMC article.

9

Pseudo CT Estimation from MRI Using Patch-based Random Forest.

Yang X, Lei Y, Shu HK, Rossi P, Mao H, Shim H, Curran WJ, Liu T. Yang X, et al. Among authors: shu hk. Proc SPIE Int Soc Opt Eng. 2017 Feb;10133:101332Q. doi: 10.1117/12.2253936. Proc SPIE Int Soc Opt Eng. 2017. PMID: 31607771 Free PMC article.

10

Deep learning-based image quality improvement for low-dose computed tomography simulation in radiation therapy.

Wang T, Lei Y, Tian Z, Dong X, Liu Y, Jiang X, Curran WJ, Liu T, Shu HK, Yang X. Wang T, et al. Among authors: shu hk. J Med Imaging (Bellingham). 2019 Oct;6(4):043504. doi: 10.1117/1.JMI.6.4.043504. Epub 2019 Oct 24. J Med Imaging (Bellingham). 2019. PMID: 31673567 Free PMC article.

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