Valdes G - Search Results

1

Valdes G, Chang AJ, Cunnan A, Solberg TD, Hsu IC, Interian Y, Owen K, Jensen ST, Ungar LH. Valdes G, et al. Int J Radiat Oncol Biol Phys. 2018 Dec 1;102(5):1594-1596. doi: 10.1016/j.ijrobp.2018.08.009. Int J Radiat Oncol Biol Phys. 2018. PMID: 31014789 No abstract available.

2

A mathematical framework for virtual IMRT QA using machine learning.

Valdes G, Scheuermann R, Hung CY, Olszanski A, Bellerive M, Solberg TD. Valdes G, et al. Med Phys. 2016 Jul;43(7):4323. doi: 10.1118/1.4953835. Med Phys. 2016. PMID: 27370147

3

Using machine learning to predict radiation pneumonitis in patients with stage I non-small cell lung cancer treated with stereotactic body radiation therapy.

Valdes G, Solberg TD, Heskel M, Ungar L, Simone CB 2nd. Valdes G, et al. Phys Med Biol. 2016 Aug 21;61(16):6105-20. doi: 10.1088/0031-9155/61/16/6105. Epub 2016 Jul 27. Phys Med Biol. 2016. PMID: 27461154 Free PMC article.

4

MediBoost: a Patient Stratification Tool for Interpretable Decision Making in the Era of Precision Medicine.

Valdes G, Luna JM, Eaton E, Simone CB 2nd, Ungar LH, Solberg TD. Valdes G, et al. Sci Rep. 2016 Nov 30;6:37854. doi: 10.1038/srep37854. Sci Rep. 2016. PMID: 27901055 Free PMC article.

5

IMRT QA using machine learning: A multi-institutional validation.

Valdes G, Chan MF, Lim SB, Scheuermann R, Deasy JO, Solberg TD. Valdes G, et al. J Appl Clin Med Phys. 2017 Sep;18(5):279-284. doi: 10.1002/acm2.12161. Epub 2017 Aug 17. J Appl Clin Med Phys. 2017. PMID: 28815994 Free PMC article.

6

Clinical decision support of radiotherapy treatment planning: A data-driven machine learning strategy for patient-specific dosimetric decision making.

Valdes G, Simone CB 2nd, Chen J, Lin A, Yom SS, Pattison AJ, Carpenter CM, Solberg TD. Valdes G, et al. Radiother Oncol. 2017 Dec;125(3):392-397. doi: 10.1016/j.radonc.2017.10.014. Epub 2017 Nov 20. Radiother Oncol. 2017. PMID: 29162279

7

Correcting TG 119 confidence limits.

Kearney V, Solberg T, Jensen S, Cheung J, Chuang C, Valdes G. Kearney V, et al. Among authors: valdes g. Med Phys. 2018 Mar;45(3):1001-1008. doi: 10.1002/mp.12759. Epub 2018 Feb 19. Med Phys. 2018. PMID: 29360150

8

Comment on 'Deep convolutional neural network with transfer learning for rectum toxicity prediction in cervical cancer radiotherapy: a feasibility study'.

Valdes G, Interian Y. Valdes G, et al. Phys Med Biol. 2018 Mar 15;63(6):068001. doi: 10.1088/1361-6560/aaae23. Phys Med Biol. 2018. PMID: 29424369

9

Deep nets vs expert designed features in medical physics: An IMRT QA case study.

Interian Y, Rideout V, Kearney VP, Gennatas E, Morin O, Cheung J, Solberg T, Valdes G. Interian Y, et al. Among authors: valdes g. Med Phys. 2018 Jun;45(6):2672-2680. doi: 10.1002/mp.12890. Epub 2018 Apr 18. Med Phys. 2018. PMID: 29603278

10

Salvage HDR Brachytherapy: Multiple Hypothesis Testing Versus Machine Learning Analysis.

Valdes G, Chang AJ, Interian Y, Owen K, Jensen ST, Ungar LH, Cunha A, Solberg TD, Hsu IC. Valdes G, et al. Int J Radiat Oncol Biol Phys. 2018 Jul 1;101(3):694-703. doi: 10.1016/j.ijrobp.2018.03.001. Epub 2018 Mar 13. Int J Radiat Oncol Biol Phys. 2018. PMID: 29709315

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