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Using machine learning to parse breast pathology reports.
Yala A, Barzilay R, Salama L, Griffin M, Sollender G, Bardia A, Lehman C, Buckley JM, Coopey SB, Polubriaginof F, Garber JE, Smith BL, Gadd MA, Specht MC, Gudewicz TM, Guidi AJ, Taghian A, Hughes KS. Yala A, et al. Breast Cancer Res Treat. 2017 Jan;161(2):203-211. doi: 10.1007/s10549-016-4035-1. Epub 2016 Nov 8. Breast Cancer Res Treat. 2017. PMID: 27826755
Machine learning to parse breast pathology reports in Chinese.
Tang R, Ouyang L, Li C, He Y, Griffin M, Taghian A, Smith B, Yala A, Barzilay R, Hughes K. Tang R, et al. Among authors: yala a. Breast Cancer Res Treat. 2018 Jun;169(2):243-250. doi: 10.1007/s10549-018-4668-3. Epub 2018 Jan 29. Breast Cancer Res Treat. 2018. PMID: 29380208
Pathologic findings in reduction mammoplasty specimens: a surrogate for the population prevalence of breast cancer and high-risk lesions.
Acevedo F, Armengol VD, Deng Z, Tang R, Coopey SB, Braun D, Yala A, Barzilay R, Li C, Colwell A, Guidi A, Cetrulo CL Jr, Garber J, Smith BL, King T, Hughes KS. Acevedo F, et al. Among authors: yala a. Breast Cancer Res Treat. 2019 Jan;173(1):201-207. doi: 10.1007/s10549-018-4962-0. Epub 2018 Sep 20. Breast Cancer Res Treat. 2019. PMID: 30238276
Do Neural Information Extraction Algorithms Generalize Across Institutions?
Santus E, Li C, Yala A, Peck D, Soomro R, Faridi N, Mamshad I, Tang R, Lanahan CR, Barzilay R, Hughes K. Santus E, et al. Among authors: yala a. JCO Clin Cancer Inform. 2019 Jul;3:1-8. doi: 10.1200/CCI.18.00160. JCO Clin Cancer Inform. 2019. PMID: 31310566 Free PMC article.
22 results