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A prediction model for early death in non-small cell lung cancer patients following curative-intent chemoradiotherapy.
Jochems A, El-Naqa I, Kessler M, Mayo CS, Jolly S, Matuszak M, Faivre-Finn C, Price G, Holloway L, Vinod S, Field M, Barakat MS, Thwaites D, de Ruysscher D, Dekker A, Lambin P. Jochems A, et al. Among authors: mayo cs. Acta Oncol. 2018 Feb;57(2):226-230. doi: 10.1080/0284186X.2017.1385842. Epub 2017 Oct 14. Acta Oncol. 2018. PMID: 29034756 Free PMC article.
The big data effort in radiation oncology: Data mining or data farming?
Mayo CS, Kessler ML, Eisbruch A, Weyburne G, Feng M, Hayman JA, Jolly S, El Naqa I, Moran JM, Matuszak MM, Anderson CJ, Holevinski LP, McShan DL, Merkel SM, Machnak SL, Lawrence TS, Ten Haken RK. Mayo CS, et al. Adv Radiat Oncol. 2016 Oct 13;1(4):260-271. doi: 10.1016/j.adro.2016.10.001. eCollection 2016 Oct-Dec. Adv Radiat Oncol. 2016. PMID: 28740896 Free PMC article. Review.
Developing and Validating a Survival Prediction Model for NSCLC Patients Through Distributed Learning Across 3 Countries.
Jochems A, Deist TM, El Naqa I, Kessler M, Mayo C, Reeves J, Jolly S, Matuszak M, Ten Haken R, van Soest J, Oberije C, Faivre-Finn C, Price G, de Ruysscher D, Lambin P, Dekker A. Jochems A, et al. Int J Radiat Oncol Biol Phys. 2017 Oct 1;99(2):344-352. doi: 10.1016/j.ijrobp.2017.04.021. Epub 2017 Apr 24. Int J Radiat Oncol Biol Phys. 2017. PMID: 28871984 Free PMC article.
American Association of Physicists in Medicine Task Group 263: Standardizing Nomenclatures in Radiation Oncology.
Mayo CS, Moran JM, Bosch W, Xiao Y, McNutt T, Popple R, Michalski J, Feng M, Marks LB, Fuller CD, Yorke E, Palta J, Gabriel PE, Molineu A, Matuszak MM, Covington E, Masi K, Richardson SL, Ritter T, Morgas T, Flampouri S, Santanam L, Moore JA, Purdie TG, Miller RC, Hurkmans C, Adams J, Jackie Wu QR, Fox CJ, Siochi RA, Brown NL, Verbakel W, Archambault Y, Chmura SJ, Dekker AL, Eagle DG, Fitzgerald TJ, Hong T, Kapoor R, Lansing B, Jolly S, Napolitano ME, Percy J, Rose MS, Siddiqui S, Schadt C, Simon WE, Straube WL, St James ST, Ulin K, Yom SS, Yock TI. Mayo CS, et al. Int J Radiat Oncol Biol Phys. 2018 Mar 15;100(4):1057-1066. doi: 10.1016/j.ijrobp.2017.12.013. Epub 2017 Dec 15. Int J Radiat Oncol Biol Phys. 2018. PMID: 29485047 Free PMC article. Review.
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. 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.
Treatment data and technical process challenges for practical big data efforts in radiation oncology.
Mayo CS, Phillips M, McNutt TR, Palta J, Dekker A, Miller RC, Xiao Y, Moran JM, Matuszak MM, Gabriel P, Ayan AS, Prisciandaro J, Thor M, Dixit N, Popple R, Killoran J, Kaleba E, Kantor M, Ruan D, Kapoor R, Kessler ML, Lawrence TS. Mayo CS, et al. Med Phys. 2018 Oct;45(10):e793-e810. doi: 10.1002/mp.13114. Epub 2018 Sep 18. Med Phys. 2018. PMID: 30226286 Free PMC article.
93 results