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What can natural language processing do for clinical decision support?

Demner-Fushman D, Chapman WW, McDonald CJ. Demner-Fushman D, et al. Among authors: mcdonald cj. J Biomed Inform. 2009 Oct;42(5):760-72. doi: 10.1016/j.jbi.2009.08.007. Epub 2009 Aug 13. J Biomed Inform. 2009. PMID: 19683066 Free PMC article. Review.

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RxTerms - a drug interface terminology derived from RxNorm.

Fung KW, McDonald C, Bray BE. Fung KW, et al. AMIA Annu Symp Proc. 2008 Nov 6;2008:227-31. AMIA Annu Symp Proc. 2008. PMID: 18998891 Free PMC article.

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The UMLS-CORE project: a study of the problem list terminologies used in large healthcare institutions.

Fung KW, McDonald C, Srinivasan S. Fung KW, et al. J Am Med Inform Assoc. 2010 Nov-Dec;17(6):675-80. doi: 10.1136/jamia.2010.007047. J Am Med Inform Assoc. 2010. PMID: 20962130 Free PMC article.

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Clinical decision support and rich clinical repositories: a symbiotic relationship: comment on "Electronic health records and clinical decision support systems".

McDonald C, Abhyankar S. McDonald C, et al. Arch Intern Med. 2011 May 23;171(10):903-5. doi: 10.1001/archinternmed.2010.518. Epub 2011 Jan 24. Arch Intern Med. 2011. PMID: 21263079 Free PMC article. No abstract available.

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Auditing consistency and usefulness of LOINC use among three large institutions - using version spaces for grouping LOINC codes.

Lin MC, Vreeman DJ, McDonald CJ, Huff SM. Lin MC, et al. Among authors: mcdonald cj. J Biomed Inform. 2012 Aug;45(4):658-66. doi: 10.1016/j.jbi.2012.01.008. Epub 2012 Jan 28. J Biomed Inform. 2012. PMID: 22306382 Free PMC article.

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Standardizing clinical laboratory data for secondary use.

Abhyankar S, Demner-Fushman D, McDonald CJ. Abhyankar S, et al. Among authors: mcdonald cj. J Biomed Inform. 2012 Aug;45(4):642-50. doi: 10.1016/j.jbi.2012.04.012. Epub 2012 May 3. J Biomed Inform. 2012. PMID: 22561944 Free PMC article.

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The pattern of name tokens in narrative clinical text and a comparison of five systems for redacting them.

Kayaalp M, Browne AC, Callaghan FM, Dodd ZA, Divita G, Ozturk S, McDonald CJ. Kayaalp M, et al. Among authors: mcdonald cj. J Am Med Inform Assoc. 2014 May-Jun;21(3):423-31. doi: 10.1136/amiajnl-2013-001689. Epub 2013 Sep 11. J Am Med Inform Assoc. 2014. PMID: 24026308 Free PMC article.

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Combining structured and unstructured data to identify a cohort of ICU patients who received dialysis.

Abhyankar S, Demner-Fushman D, Callaghan FM, McDonald CJ. Abhyankar S, et al. Among authors: mcdonald cj. J Am Med Inform Assoc. 2014 Sep-Oct;21(5):801-7. doi: 10.1136/amiajnl-2013-001915. Epub 2014 Jan 2. J Am Med Inform Assoc. 2014. PMID: 24384230 Free PMC article.

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Supporting interoperability of genetic data with LOINC.

Deckard J, McDonald CJ, Vreeman DJ. Deckard J, et al. Among authors: mcdonald cj. J Am Med Inform Assoc. 2015 May;22(3):621-7. doi: 10.1093/jamia/ocu012. Epub 2015 Feb 5. J Am Med Inform Assoc. 2015. PMID: 25656513 Free PMC article.

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An update on the use of health information technology in newborn screening.

Abhyankar S, Goodwin RM, Sontag M, Yusuf C, Ojodu J, McDonald CJ. Abhyankar S, et al. Among authors: mcdonald cj. Semin Perinatol. 2015 Apr;39(3):188-93. doi: 10.1053/j.semperi.2015.03.003. Epub 2015 Apr 29. Semin Perinatol. 2015. PMID: 25935354 Free PMC article. Review.

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