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Deep Learning Algorithm for Auto-Delineation of High-Risk Oropharyngeal Clinical Target Volumes With Built-In Dice Similarity Coefficient Parameter Optimization Function.
Cardenas CE, McCarroll RE, Court LE, Elgohari BA, Elhalawani H, Fuller CD, Kamal MJ, Meheissen MAM, Mohamed ASR, Rao A, Williams B, Wong A, Yang J, Aristophanous M. Cardenas CE, et al. Among authors: elhalawani h. Int J Radiat Oncol Biol Phys. 2018 Jun 1;101(2):468-478. doi: 10.1016/j.ijrobp.2018.01.114. Epub 2018 Feb 7. Int J Radiat Oncol Biol Phys. 2018. PMID: 29559291 Free PMC article.
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. Front Oncol. 2018 Aug 17;8:294. doi: 10.3389/fonc.2018.00294. eCollection 2018. Front Oncol. 2018. PMID: 30175071 Free PMC article.
Imaging and clinical data archive for head and neck squamous cell carcinoma patients treated with radiotherapy.
Grossberg AJ, Mohamed ASR, Elhalawani H, Bennett WC, Smith KE, Nolan TS, Williams B, Chamchod S, Heukelom J, Kantor ME, Browne T, Hutcheson KA, Gunn GB, Garden AS, Morrison WH, Frank SJ, Rosenthal DI, Freymann JB, Fuller CD. Grossberg AJ, et al. Among authors: elhalawani h. Sci Data. 2018 Sep 4;5:180173. doi: 10.1038/sdata.2018.173. Sci Data. 2018. PMID: 30179230 Free PMC article.
Author Correction: Imaging and clinical data archive for head and neck squamous cell carcinoma patients treated with radiotherapy.
Grossberg AJ, Mohamed ASR, Elhalawani H, Bennett WC, Smith KE, Nolan TS, Williams B, Chamchod S, Heukelom J, Kantor ME, Browne T, Hutcheson KA, Gunn GB, Garden AS, Morrison WH, Frank SJ, Rosenthal DI, Freymann JB, Fuller CD. Grossberg AJ, et al. Among authors: elhalawani h. Sci Data. 2018 Nov 27;5(1):1. doi: 10.1038/s41597-018-0002-5. Sci Data. 2018. PMID: 30482902 Free PMC article.
Radiographic retropharyngeal lymph node involvement in HPV-associated oropharyngeal carcinoma: Patterns of involvement and impact on patient outcomes.
Lin TA, Garden AS, Elhalawani H, Elgohari B, Jethanandani A, Ng SP, Mohamed AS, Frank SJ, Glisson BS, Debnam JM, Sturgis EM, Phan J, Reddy JP, Fuller CD, Morrison WH, Skinner HD, Rosenthal DI, Gunn GB. Lin TA, et al. Among authors: elhalawani h. Cancer. 2019 May 1;125(9):1536-1546. doi: 10.1002/cncr.31944. Epub 2019 Jan 8. Cancer. 2019. PMID: 30620385 Free PMC article.
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