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Broadening the reach of the FDA Sentinel system: A roadmap for integrating electronic health record data in a causal analysis framework.
Desai RJ, Matheny ME, Johnson K, Marsolo K, Curtis LH, Nelson JC, Heagerty PJ, Maro J, Brown J, Toh S, Nguyen M, Ball R, Dal Pan G, Wang SV, Gagne JJ, Schneeweiss S. Desai RJ, et al. Among authors: johnson k. NPJ Digit Med. 2021 Dec 20;4(1):170. doi: 10.1038/s41746-021-00542-0. NPJ Digit Med. 2021. PMID: 34931012 Free PMC article. Review.
Data-driven automated classification algorithms for acute health conditions: applying PheNorm to COVID-19 disease.
Smith JC, Williamson BD, Cronkite DJ, Park D, Whitaker JM, McLemore MF, Osmanski JT, Winter R, Ramaprasan A, Kelley A, Shea M, Wittayanukorn S, Stojanovic D, Zhao Y, Toh S, Johnson KB, Aronoff DM, Carrell DS. Smith JC, et al. J Am Med Inform Assoc. 2024 Feb 16;31(3):574-582. doi: 10.1093/jamia/ocad241. J Am Med Inform Assoc. 2024. PMID: 38109888 Free PMC article.
Scalable incident detection via natural language processing and probabilistic language models.
Walsh CG, Wilimitis D, Chen Q, Wright A, Kolli J, Robinson K, Ripperger MA, Johnson KB, Carrell D, Desai RJ, Mosholder A, Dharmarajan S, Adimadhyam S, Fabbri D, Stojanovic D, Matheny ME, Bejan CA. Walsh CG, et al. Among authors: johnson kb. Sci Rep. 2024 Oct 8;14(1):23429. doi: 10.1038/s41598-024-72756-7. Sci Rep. 2024. PMID: 39379449 Free PMC article.
Generating Clinical Notes for Electronic Health Record Systems.
Rosenbloom ST, Stead WW, Denny JC, Giuse D, Lorenzi NM, Brown SH, Johnson KB. Rosenbloom ST, et al. Appl Clin Inform. 2010 Jan 1;1(3):232-243. doi: 10.4338/ACI-2010-03-RA-0019. Appl Clin Inform. 2010. PMID: 21031148 Free PMC article.
Use of electronic health records to support a public health response to the COVID-19 pandemic in the United States: a perspective from 15 academic medical centers.
Madhavan S, Bastarache L, Brown JS, Butte AJ, Dorr DA, Embi PJ, Friedman CP, Johnson KB, Moore JH, Kohane IS, Payne PRO, Tenenbaum JD, Weiner MG, Wilcox AB, Ohno-Machado L. Madhavan S, et al. J Am Med Inform Assoc. 2021 Feb 15;28(2):393-401. doi: 10.1093/jamia/ocaa287. J Am Med Inform Assoc. 2021. PMID: 33260207 Free PMC article.
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