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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: chapman ww. 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.
Moonstone: a novel natural language processing system for inferring social risk from clinical narratives.
Conway M, Keyhani S, Christensen L, South BR, Vali M, Walter LC, Mowery DL, Abdelrahman S, Chapman WW. Conway M, et al. Among authors: chapman ww. J Biomed Semantics. 2019 Apr 11;10(1):6. doi: 10.1186/s13326-019-0198-0. J Biomed Semantics. 2019. PMID: 30975223 Free PMC article.
Developing a web-based SKOS editor.
Conway M, Khojoyan A, Fana F, Scuba W, Castine M, Mowery D, Chapman W, Jupp S. Conway M, et al. J Biomed Semantics. 2016 Apr 4;7:5. doi: 10.1186/s13326-015-0043-z. eCollection 2016. J Biomed Semantics. 2016. PMID: 27047653 Free PMC article.
Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances.
Velupillai S, Suominen H, Liakata M, Roberts A, Shah AD, Morley K, Osborn D, Hayes J, Stewart R, Downs J, Chapman W, Dutta R. Velupillai S, et al. J Biomed Inform. 2018 Dec;88:11-19. doi: 10.1016/j.jbi.2018.10.005. Epub 2018 Oct 24. J Biomed Inform. 2018. PMID: 30368002 Free PMC article.
Natural Language Processing to identify pneumonia from radiology reports.
Dublin S, Baldwin E, Walker RL, Christensen LM, Haug PJ, Jackson ML, Nelson JC, Ferraro J, Carrell D, Chapman WW. Dublin S, et al. Among authors: chapman ww. Pharmacoepidemiol Drug Saf. 2013 Aug;22(8):834-41. doi: 10.1002/pds.3418. Epub 2013 Apr 1. Pharmacoepidemiol Drug Saf. 2013. PMID: 23554109 Free PMC article.
Using natural language processing to improve efficiency of manual chart abstraction in research: the case of breast cancer recurrence.
Carrell DS, Halgrim S, Tran DT, Buist DS, Chubak J, Chapman WW, Savova G. Carrell DS, et al. Among authors: chapman ww. Am J Epidemiol. 2014 Mar 15;179(6):749-58. doi: 10.1093/aje/kwt441. Epub 2014 Jan 30. Am J Epidemiol. 2014. PMID: 24488511 Free PMC article.
Improving performance of natural language processing part-of-speech tagging on clinical narratives through domain adaptation.
Ferraro JP, Daumé H 3rd, Duvall SL, Chapman WW, Harkema H, Haug PJ. Ferraro JP, et al. Among authors: chapman ww. J Am Med Inform Assoc. 2013 Sep-Oct;20(5):931-9. doi: 10.1136/amiajnl-2012-001453. Epub 2013 Mar 13. J Am Med Inform Assoc. 2013. PMID: 23486109 Free PMC article.
Coreference resolution: a review of general methodologies and applications in the clinical domain.
Zheng J, Chapman WW, Crowley RS, Savova GK. Zheng J, et al. Among authors: chapman ww. J Biomed Inform. 2011 Dec;44(6):1113-22. doi: 10.1016/j.jbi.2011.08.006. Epub 2011 Aug 12. J Biomed Inform. 2011. PMID: 21856441 Free PMC article. Review.
Natural language processing: an introduction.
Nadkarni PM, Ohno-Machado L, Chapman WW. Nadkarni PM, et al. Among authors: chapman ww. J Am Med Inform Assoc. 2011 Sep-Oct;18(5):544-51. doi: 10.1136/amiajnl-2011-000464. J Am Med Inform Assoc. 2011. PMID: 21846786 Free PMC article. Review.
Overcoming barriers to NLP for clinical text: the role of shared tasks and the need for additional creative solutions.
Chapman WW, Nadkarni PM, Hirschman L, D'Avolio LW, Savova GK, Uzuner O. Chapman WW, et al. J Am Med Inform Assoc. 2011 Sep-Oct;18(5):540-3. doi: 10.1136/amiajnl-2011-000465. J Am Med Inform Assoc. 2011. PMID: 21846785 Free PMC article. No abstract available.
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