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Integration of AI and Machine Learning in Radiotherapy QA.
Chan MF, Witztum A, Valdes G. Chan MF, et al. Among authors: valdes g. Front Artif Intell. 2020 Sep 29;3:577620. doi: 10.3389/frai.2020.577620. eCollection 2020. Front Artif Intell. 2020. PMID: 33733216 Free PMC article. Review.
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.
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.
Use of Receiver Operating Curve Analysis and Machine Learning With an Independent Dose Calculation System Reduces the Number of Physical Dose Measurements Required for Patient-Specific Quality Assurance.
Hasse K, Scholey J, Ziemer BP, Natsuaki Y, Morin O, Solberg TD, Hirata E, Valdes G, Witztum A. Hasse K, et al. Among authors: valdes g. Int J Radiat Oncol Biol Phys. 2021 Mar 15;109(4):1086-1095. doi: 10.1016/j.ijrobp.2020.10.035. Epub 2020 Nov 13. Int J Radiat Oncol Biol Phys. 2021. PMID: 33197530 Free PMC article.
220 results