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Page 1
Using Big Data Analytics to Advance Precision Radiation Oncology.
McNutt TR, Benedict SH, Low DA, Moore K, Shpitser I, Jiang W, Lakshminarayanan P, Cheng Z, Han P, Hui X, Nakatsugawa M, Lee J, Moore JA, Robertson SP, Shah V, Taylor R, Quon H, Wong J, DeWeese T. McNutt TR, et al. Among authors: shpitser i. Int J Radiat Oncol Biol Phys. 2018 Jun 1;101(2):285-291. doi: 10.1016/j.ijrobp.2018.02.028. Epub 2018 Mar 2. Int J Radiat Oncol Biol Phys. 2018. PMID: 29726357
Radio-morphology: Parametric shape-based features in radiotherapy.
Lakshminarayanan P, Jiang W, Robertson SP, Cheng Z, Han P, Bowers M, Moore JA, Shpitser I, Siddiqui SA, Quon H, Taylor RH, McNutt T. Lakshminarayanan P, et al. Among authors: shpitser i. Med Phys. 2019 Feb;46(2):704-713. doi: 10.1002/mp.13323. Epub 2018 Dec 24. Med Phys. 2019. PMID: 30506737
Machine Learning Methods Uncover Radiomorphologic Dose Patterns in Salivary Glands that Predict Xerostomia in Patients with Head and Neck Cancer.
Jiang W, Lakshminarayanan P, Hui X, Han P, Cheng Z, Bowers M, Shpitser I, Siddiqui S, Taylor RH, Quon H, McNutt T. Jiang W, et al. Among authors: shpitser i. Adv Radiat Oncol. 2018 Nov 29;4(2):401-412. doi: 10.1016/j.adro.2018.11.008. eCollection 2019 Apr-Jun. Adv Radiat Oncol. 2018. PMID: 31011686 Free PMC article.
Structure Learning Under Missing Data.
Gain A, Shpitser I. Gain A, et al. Among authors: shpitser i. Proc Mach Learn Res. 2018 Sep;72:121-132. Proc Mach Learn Res. 2018. PMID: 30984917 Free PMC article.
55 results