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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: moran jm. 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.
Changes in global function and regional ventilation and perfusion on SPECT during the course of radiotherapy in patients with non-small-cell lung cancer.
Yuan ST, Frey KA, Gross MD, Hayman JA, Arenberg D, Cai XW, Ramnath N, Hassan K, Moran J, Eisbruch A, Ten Haken RK, Kong FM. Yuan ST, et al. Int J Radiat Oncol Biol Phys. 2012 Mar 15;82(4):e631-8. doi: 10.1016/j.ijrobp.2011.07.044. Epub 2011 Dec 22. Int J Radiat Oncol Biol Phys. 2012. PMID: 22197235 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. Among authors: moran jm. 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.
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. Among authors: moran jm. 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.
A Randomized Comparison of Radiation Therapy Techniques in the Management of Node-Positive Breast Cancer: Primary Outcomes Analysis.
Jagsi R, Griffith KA, Moran JM, Ficaro E, Marsh R, Dess RT, Chung E, Liss AL, Hayman JA, Mayo CS, Flaherty K, Corbett J, Pierce L. Jagsi R, et al. Among authors: moran jm. Int J Radiat Oncol Biol Phys. 2018 Aug 1;101(5):1149-1158. doi: 10.1016/j.ijrobp.2018.04.075. Epub 2018 May 5. Int J Radiat Oncol Biol Phys. 2018. PMID: 30012527 Free PMC article. Clinical Trial.
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. Among authors: moran jm. 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.
425 results