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Privacy-preserving distributed learning of radiomics to predict overall survival and HPV status in head and neck cancer.
Bogowicz M, Jochems A, Deist TM, Tanadini-Lang S, Huang SH, Chan B, Waldron JN, Bratman S, O'Sullivan B, Riesterer O, Studer G, Unkelbach J, Barakat S, Brakenhoff RH, Nauta I, Gazzani SE, Calareso G, Scheckenbach K, Hoebers F, Wesseling FWR, Keek S, Sanduleanu S, Leijenaar RTH, Vergeer MR, Leemans CR, Terhaard CHJ, van den Brekel MWM, Hamming-Vrieze O, van der Heijden MA, Elhalawani HM, Fuller CD, Guckenberger M, Lambin P. Bogowicz M, et al. Among authors: fuller cd. Sci Rep. 2020 Mar 11;10(1):4542. doi: 10.1038/s41598-020-61297-4. Sci Rep. 2020. PMID: 32161279 Free PMC article.
Quantitative body mass characterization before and after head and neck cancer radiotherapy: A challenge of height-weight formulae using computed tomography measurement.
Chamchod S, Fuller CD, Mohamed AS, Grossberg A, Messer JA, Heukelom J, Gunn GB, Kantor ME, Eichelberger H, Garden AS, Rosenthal DI. Chamchod S, et al. Among authors: fuller cd. Oral Oncol. 2016 Oct;61:62-9. doi: 10.1016/j.oraloncology.2016.08.012. Epub 2016 Aug 31. Oral Oncol. 2016. PMID: 27688106 Free PMC article.
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: fuller cd. 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. Among authors: fuller cd. 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: fuller cd. Sci Data. 2018 Sep 4;5:180173. doi: 10.1038/sdata.2018.173. Sci Data. 2018. PMID: 30179230 Free PMC article.
501 results