Gonzalez Y - Search Results

1

Predicting treatment plan approval probability for high-dose-rate brachytherapy of cervical cancer using adversarial deep learning.

Gao Y, Gonzalez Y, Nwachukwu C, Albuquerque K, Jia X. Gao Y, et al. Among authors: gonzalez y. Phys Med Biol. 2024 Apr 17;69(9):095010. doi: 10.1088/1361-6560/ad3880. Phys Med Biol. 2024. PMID: 38537309 Free PMC article.

2

Intelligent Parameter Tuning in Optimization-Based Iterative CT Reconstruction via Deep Reinforcement Learning.

Shen C, Gonzalez Y, Chen L, Jiang SB, Jia X. Shen C, et al. Among authors: gonzalez y. IEEE Trans Med Imaging. 2018 Jun;37(6):1430-1439. doi: 10.1109/TMI.2018.2823679. IEEE Trans Med Imaging. 2018. PMID: 29870371 Free PMC article.

3

Intelligent inverse treatment planning via deep reinforcement learning, a proof-of-principle study in high dose-rate brachytherapy for cervical cancer.

Shen C, Gonzalez Y, Klages P, Qin N, Jung H, Chen L, Nguyen D, Jiang SB, Jia X. Shen C, et al. Among authors: gonzalez y. Phys Med Biol. 2019 May 29;64(11):115013. doi: 10.1088/1361-6560/ab18bf. Phys Med Biol. 2019. PMID: 30978709 Free PMC article.

4

SPARE: Sparse-view reconstruction challenge for 4D cone-beam CT from a 1-min scan.

Shieh CC, Gonzalez Y, Li B, Jia X, Rit S, Mory C, Riblett M, Hugo G, Zhang Y, Jiang Z, Liu X, Ren L, Keall P. Shieh CC, et al. Among authors: gonzalez y. Med Phys. 2019 Sep;46(9):3799-3811. doi: 10.1002/mp.13687. Epub 2019 Jul 19. Med Phys. 2019. PMID: 31247134 Free PMC article.

5

Deep-learning-assisted automatic digitization of applicators in 3D CT image-based high-dose-rate brachytherapy of gynecological cancer.

Jung H, Gonzalez Y, Shen C, Klages P, Albuquerque K, Jia X. Jung H, et al. Among authors: gonzalez y. Brachytherapy. 2019 Nov-Dec;18(6):841-851. doi: 10.1016/j.brachy.2019.06.003. Epub 2019 Jul 22. Brachytherapy. 2019. PMID: 31345749

6

Deep-learning assisted automatic digitization of interstitial needles in 3D CT image based high dose-rate brachytherapy of gynecological cancer.

Jung H, Shen C, Gonzalez Y, Albuquerque K, Jia X. Jung H, et al. Among authors: gonzalez y. Phys Med Biol. 2019 Oct 23;64(21):215003. doi: 10.1088/1361-6560/ab3fcb. Phys Med Biol. 2019. PMID: 31470425

7

Operating a treatment planning system using a deep-reinforcement learning-based virtual treatment planner for prostate cancer intensity-modulated radiation therapy treatment planning.

Shen C, Nguyen D, Chen L, Gonzalez Y, McBeth R, Qin N, Jiang SB, Jia X. Shen C, et al. Among authors: gonzalez y. Med Phys. 2020 Jun;47(6):2329-2336. doi: 10.1002/mp.14114. Epub 2020 Mar 28. Med Phys. 2020. PMID: 32141086 Free PMC article.

8

Predicting which patients may benefit from the hybrid intracavitary+interstitial needle (IC/IS) applicator for advanced cervical cancer: A dosimetric comparison and toxicity benefit analysis.

Gonzalez Y, Giap F, Klages P, Owrangi A, Jia X, Albuquerque K. Gonzalez Y, et al. Brachytherapy. 2021 Jan-Feb;20(1):136-145. doi: 10.1016/j.brachy.2020.09.004. Epub 2020 Oct 29. Brachytherapy. 2021. PMID: 33132073

9

Simultaneous needle catheter selection and dwell time optimization for preplanning of high-dose-rate brachytherapy of prostate cancer.

Wang C, Gonzalez Y, Shen C, Hrycushko B, Jia X. Wang C, et al. Among authors: gonzalez y. Phys Med Biol. 2021 Mar 1;66(5):055028. doi: 10.1088/1361-6560/abd00e. Phys Med Biol. 2021. PMID: 33264753

10

Semi-automatic sigmoid colon segmentation in CT for radiation therapy treatment planning via an iterative 2.5-D deep learning approach.

Gonzalez Y, Shen C, Jung H, Nguyen D, Jiang SB, Albuquerque K, Jia X. Gonzalez Y, et al. Med Image Anal. 2021 Feb;68:101896. doi: 10.1016/j.media.2020.101896. Epub 2020 Dec 16. Med Image Anal. 2021. PMID: 33383333 Free PMC article.

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