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Machine learning and modeling: Data, validation, communication challenges.
El Naqa I, Ruan D, Valdes G, Dekker A, McNutt T, Ge Y, Wu QJ, Oh JH, Thor M, Smith W, Rao A, Fuller C, Xiao Y, Manion F, Schipper M, Mayo C, Moran JM, Ten Haken R. El Naqa I, et al. Among authors: valdes g. Med Phys. 2018 Oct;45(10):e834-e840. doi: 10.1002/mp.12811. Epub 2018 Aug 24. Med Phys. 2018. PMID: 30144098 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.
Artificial intelligence in radiation oncology: A specialty-wide disruptive transformation?
Thompson RF, Valdes G, Fuller CD, Carpenter CM, Morin O, Aneja S, Lindsay WD, Aerts HJWL, Agrimson B, Deville C Jr, Rosenthal SA, Yu JB, Thomas CR Jr. Thompson RF, et al. Among authors: valdes g. Radiother Oncol. 2018 Dec;129(3):421-426. doi: 10.1016/j.radonc.2018.05.030. Epub 2018 Jun 12. Radiother Oncol. 2018. PMID: 29907338 Free PMC article. Review.
The Future of Artificial Intelligence in Radiation Oncology.
Thompson RF, Valdes G, Fuller CD, Carpenter CM, Morin O, Aneja S, Lindsay WD, Aerts HJWL, Agrimson B, Deville C, Rosenthal SA, Yu JB, Thomas CR Jr. Thompson RF, et al. Among authors: valdes g. Int J Radiat Oncol Biol Phys. 2018 Oct 1;102(2):247-248. doi: 10.1016/j.ijrobp.2018.05.072. Epub 2018 Jun 6. Int J Radiat Oncol Biol Phys. 2018. PMID: 30191856 No abstract available.
220 results