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Automated extraction of ejection fraction for quality measurement using regular expressions in Unstructured Information Management Architecture (UIMA) for heart failure.
Garvin JH, DuVall SL, South BR, Bray BE, Bolton D, Heavirland J, Pickard S, Heidenreich P, Shen S, Weir C, Samore M, Goldstein MK. Garvin JH, et al. Among authors: heavirland j. J Am Med Inform Assoc. 2012 Sep-Oct;19(5):859-66. doi: 10.1136/amiajnl-2011-000535. Epub 2012 Mar 21. J Am Med Inform Assoc. 2012. PMID: 22437073 Free PMC article.
Assisted annotation of medical free text using RapTAT.
Gobbel GT, Garvin J, Reeves R, Cronin RM, Heavirland J, Williams J, Weaver A, Jayaramaraja S, Giuse D, Speroff T, Brown SH, Xu H, Matheny ME. Gobbel GT, et al. Among authors: heavirland j. J Am Med Inform Assoc. 2014 Sep-Oct;21(5):833-41. doi: 10.1136/amiajnl-2013-002255. Epub 2014 Jan 15. J Am Med Inform Assoc. 2014. PMID: 24431336 Free PMC article.
Evaluation of PHI Hunter in Natural Language Processing Research.
Redd A, Pickard S, Meystre S, Scehnet J, Bolton D, Heavirland J, Weaver AL, Hope C, Garvin JH. Redd A, et al. Among authors: heavirland j. Perspect Health Inf Manag. 2015 Jan 1;12(Winter):1f. eCollection 2015. Perspect Health Inf Manag. 2015. PMID: 26807078 Free PMC article.
Automating Quality Measures for Heart Failure Using Natural Language Processing: A Descriptive Study in the Department of Veterans Affairs.
Garvin JH, Kim Y, Gobbel GT, Matheny ME, Redd A, Bray BE, Heidenreich P, Bolton D, Heavirland J, Kelly N, Reeves R, Kalsy M, Goldstein MK, Meystre SM. Garvin JH, et al. Among authors: heavirland j. JMIR Med Inform. 2018 Jan 15;6(1):e5. doi: 10.2196/medinform.9150. JMIR Med Inform. 2018. PMID: 29335238 Free PMC article.