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A large language model for electronic health records.
Yang X, Chen A, PourNejatian N, Shin HC, Smith KE, Parisien C, Compas C, Martin C, Costa AB, Flores MG, Zhang Y, Magoc T, Harle CA, Lipori G, Mitchell DA, Hogan WR, Shenkman EA, Bian J, Wu Y. Yang X, et al. NPJ Digit Med. 2022 Dec 26;5(1):194. doi: 10.1038/s41746-022-00742-2. NPJ Digit Med. 2022. PMID: 36572766 Free PMC article.
Clinical concept extraction using transformers.
Yang X, Bian J, Hogan WR, Wu Y. Yang X, et al. J Am Med Inform Assoc. 2020 Dec 9;27(12):1935-1942. doi: 10.1093/jamia/ocaa189. J Am Med Inform Assoc. 2020. PMID: 33120431 Free PMC article.
Identification of important factors in an inpatient fall risk prediction model to improve the quality of care using EHR and electronic administrative data: A machine-learning approach.
Lindberg DS, Prosperi M, Bjarnadottir RI, Thomas J, Crane M, Chen Z, Shear K, Solberg LM, Snigurska UA, Wu Y, Xia Y, Lucero RJ. Lindberg DS, et al. Int J Med Inform. 2020 Nov;143:104272. doi: 10.1016/j.ijmedinf.2020.104272. Epub 2020 Sep 15. Int J Med Inform. 2020. PMID: 32980667 Free PMC article.