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Development and multi-institutional validation of a convolutional neural network to detect vertebral body mis-alignments in 2D x-ray setup images.
Petragallo R, Bertram P, Halvorsen P, Iftimia I, Low DA, Morin O, Narayanasamy G, Saenz DL, Sukumar KN, Valdes G, Weinstein L, Wells MC, Ziemer BP, Lamb JM. Petragallo R, et al. Among authors: valdes g. Med Phys. 2023 May;50(5):2662-2671. doi: 10.1002/mp.16359. Epub 2023 Mar 21. Med Phys. 2023. PMID: 36908243
Use of TrueBeam developer mode for imaging QA.
Valdes G, Morin O, Valenciaga Y, Kirby N, Pouliot J, Chuang C. Valdes G, et al. J Appl Clin Med Phys. 2015 Jul 8;16(4):322–333. doi: 10.1120/jacmp.v16i4.5363. J Appl Clin Med Phys. 2015. PMID: 26219002 Free PMC article.
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.
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
Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers.
Deist TM, Dankers FJWM, Valdes G, Wijsman R, Hsu IC, Oberije C, Lustberg T, van Soest J, Hoebers F, Jochems A, El Naqa I, Wee L, Morin O, Raleigh DR, Bots W, Kaanders JH, Belderbos J, Kwint M, Solberg T, Monshouwer R, Bussink J, Dekker A, Lambin P. Deist TM, et al. Among authors: valdes g. Med Phys. 2018 Jul;45(7):3449-3459. doi: 10.1002/mp.12967. Epub 2018 Jun 13. Med Phys. 2018. PMID: 29763967 Free PMC article.
220 results