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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: freymann j. 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: freymann jb. 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: freymann jb. Sci Data. 2018 Nov 27;5(1):1. doi: 10.1038/s41597-018-0002-5. Sci Data. 2018. PMID: 30482902 Free PMC article.
Multicenter imaging outcomes study of The Cancer Genome Atlas glioblastoma patient cohort: imaging predictors of overall and progression-free survival.
Wangaryattawanich P, Hatami M, Wang J, Thomas G, Flanders A, Kirby J, Wintermark M, Huang ES, Bakhtiari AS, Luedi MM, Hashmi SS, Rubin DL, Chen JY, Hwang SN, Freymann J, Holder CA, Zinn PO, Colen RR. Wangaryattawanich P, et al. Among authors: freymann j. Neuro Oncol. 2015 Nov;17(11):1525-37. doi: 10.1093/neuonc/nov117. Epub 2015 Jul 22. Neuro Oncol. 2015. PMID: 26203066 Free PMC article.
Radiogenomics of High-Grade Serous Ovarian Cancer: Multireader Multi-Institutional Study from the Cancer Genome Atlas Ovarian Cancer Imaging Research Group.
Vargas HA, Huang EP, Lakhman Y, Ippolito JE, Bhosale P, Mellnick V, Shinagare AB, Anello M, Kirby J, Fevrier-Sullivan B, Freymann J, Jaffe CC, Sala E. Vargas HA, et al. Among authors: freymann j. Radiology. 2017 Nov;285(2):482-492. doi: 10.1148/radiol.2017161870. Epub 2017 Jun 22. Radiology. 2017. PMID: 28641043 Free PMC article.
Using computer-extracted image phenotypes from tumors on breast magnetic resonance imaging to predict breast cancer pathologic stage.
Burnside ES, Drukker K, Li H, Bonaccio E, Zuley M, Ganott M, Net JM, Sutton EJ, Brandt KR, Whitman GJ, Conzen SD, Lan L, Ji Y, Zhu Y, Jaffe CC, Huang EP, Freymann JB, Kirby JS, Morris EA, Giger ML. Burnside ES, et al. Among authors: freymann jb. Cancer. 2016 Mar 1;122(5):748-57. doi: 10.1002/cncr.29791. Epub 2015 Nov 30. Cancer. 2016. PMID: 26619259 Free PMC article.
The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn).
Li HB, Conte GM, Hu Q, Anwar SM, Kofler F, Ezhov I, van Leemput K, Piraud M, Diaz M, Cole B, Calabrese E, Rudie J, Meissen F, Adewole M, Janas A, Kazerooni AF, LaBella D, Moawad AW, Farahani K, Eddy J, Bergquist T, Chung V, Shinohara RT, Dako F, Wiggins W, Reitman Z, Wang C, Liu X, Jiang Z, Familiar A, Johanson E, Meier Z, Davatzikos C, Freymann J, Kirby J, Bilello M, Fathallah-Shaykh HM, Wiest R, Kirschke J, Colen RR, Kotrotsou A, Lamontagne P, Marcus D, Milchenko M, Nazeri A, Weber MA, Mahajan A, Mohan S, Mongan J, Hess C, Cha S, Villanueva-Meyer J, Colak E, Crivellaro P, Jakab A, Albrecht J, Anazodo U, Aboian M, Yu T, Chung V, Bergquist T, Eddy J, Albrecht J, Baid U, Bakas S, Linguraru MG, Menze B, Iglesias JE, Wiestler B. Li HB, et al. Among authors: freymann j. ArXiv [Preprint]. 2024 Nov 24:arXiv:2305.09011v6. ArXiv. 2024. PMID: 37608932 Free PMC article. Preprint.
80 results