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Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges.
Elhalawani H, Lin TA, Volpe S, Mohamed ASR, White AL, Zafereo J, Wong AJ, Berends JE, AboHashem S, Williams B, Aymard JM, Kanwar A, Perni S, Rock CD, Cooksey L, Campbell S, Yang P, Nguyen K, Ger RB, Cardenas CE, Fave XJ, Sansone C, Piantadosi G, Marrone S, Liu R, Huang C, Yu K, Li T, Yu Y, Zhang Y, Zhu H, Morris JS, Baladandayuthapani V, Shumway JW, Ghosh A, Pöhlmann A, Phoulady HA, Goyal V, Canahuate G, Marai GE, Vock D, Lai SY, Mackin DS, Court LE, Freymann J, Farahani K, Kaplathy-Cramer J, Fuller CD. Elhalawani H, et al. Among authors: canahuate g. Front Oncol. 2018 Aug 17;8:294. doi: 10.3389/fonc.2018.00294. eCollection 2018. Front Oncol. 2018. PMID: 30175071 Free PMC article.
A prospective in silico analysis of interdisciplinary and interobserver spatial variability in post-operative target delineation of high-risk oral cavity cancers: Does physician specialty matter?
Ng SP, Dyer BA, Kalpathy-Cramer J, Mohamed ASR, Awan MJ, Gunn GB, Phan J, Zafereo M, Debnam JM, Lewis CM, Colen RR, Kupferman ME, Guha-Thakurta N, Canahuate G, Marai GE, Vock D, Hamilton B, Holland J, Cardenas CE, Lai S, Rosenthal D, Fuller CD. Ng SP, et al. Among authors: canahuate g. Clin Transl Radiat Oncol. 2018 Aug 2;12:40-46. doi: 10.1016/j.ctro.2018.07.006. eCollection 2018 Aug. Clin Transl Radiat Oncol. 2018. PMID: 30148217 Free PMC article.
Cohort-based T-SSIM Visual Computing for Radiation Therapy Prediction and Exploration.
Wentzel A, Hanula P, Luciani T, Elgohari B, Elhalawani H, Canahuate G, Vock D, Fuller CD, Marai GE. Wentzel A, et al. Among authors: canahuate g. IEEE Trans Vis Comput Graph. 2020 Jan;26(1):949-959. doi: 10.1109/TVCG.2019.2934546. Epub 2019 Aug 22. IEEE Trans Vis Comput Graph. 2020. PMID: 31442988 Free PMC article.
Precision association of lymphatic disease spread with radiation-associated toxicity in oropharyngeal squamous carcinomas.
Wentzel A, Luciani T, van Dijk LV, Taku N, Elgohari B, Mohamed ASR, Canahuate G, Fuller CD, Vock DM, Elisabeta Marai G; Spatial-Non-spatial Multi-Dimensional Analysis of Radiotherapy Treatment/Toxicity Team SMART3. Wentzel A, et al. Among authors: canahuate g. Radiother Oncol. 2021 Aug;161:152-158. doi: 10.1016/j.radonc.2021.06.016. Epub 2021 Jun 11. Radiother Oncol. 2021. PMID: 34126138 Free PMC article.
35 results