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Resource Classification for Medical Questions.
Roberts K, Rodriguez L, Shooshan SE, Demner-Fushman D. Roberts K, et al. AMIA Annu Symp Proc. 2017 Feb 10;2016:1040-1049. eCollection 2016. AMIA Annu Symp Proc. 2017. PMID: 28269901 Free PMC article.
A flexible framework for deriving assertions from electronic medical records.
Roberts K, Harabagiu SM. Roberts K, et al. J Am Med Inform Assoc. 2011 Sep-Oct;18(5):568-73. doi: 10.1136/amiajnl-2011-000152. Epub 2011 Jul 1. J Am Med Inform Assoc. 2011. PMID: 21724741 Free PMC article.
Automatic extraction of relations between medical concepts in clinical texts.
Rink B, Harabagiu S, Roberts K. Rink B, et al. Among authors: roberts k. J Am Med Inform Assoc. 2011 Sep-Oct;18(5):594-600. doi: 10.1136/amiajnl-2011-000153. J Am Med Inform Assoc. 2011. PMID: 21846787 Free PMC article.
A supervised framework for resolving coreference in clinical records.
Rink B, Roberts K, Harabagiu SM. Rink B, et al. Among authors: roberts k. J Am Med Inform Assoc. 2012 Sep-Oct;19(5):875-82. doi: 10.1136/amiajnl-2012-000810. Epub 2012 May 19. J Am Med Inform Assoc. 2012. PMID: 22610493 Free PMC article.
A machine learning approach for identifying anatomical locations of actionable findings in radiology reports.
Roberts K, Rink B, Harabagiu SM, Scheuermann RH, Toomay S, Browning T, Bosler T, Peshock R. Roberts K, et al. AMIA Annu Symp Proc. 2012;2012:779-88. Epub 2012 Nov 3. AMIA Annu Symp Proc. 2012. PMID: 23304352 Free PMC article.
A flexible framework for recognizing events, temporal expressions, and temporal relations in clinical text.
Roberts K, Rink B, Harabagiu SM. Roberts K, et al. J Am Med Inform Assoc. 2013 Sep-Oct;20(5):867-75. doi: 10.1136/amiajnl-2013-001619. Epub 2013 May 18. J Am Med Inform Assoc. 2013. PMID: 23686936 Free PMC article.
Extracting actionable findings of appendicitis from radiology reports using natural language processing.
Rink B, Roberts K, Harabagiu S, Scheuermann RH, Toomay S, Browning T, Bosler T, Peshock R. Rink B, et al. Among authors: roberts k. AMIA Jt Summits Transl Sci Proc. 2013 Mar 18;2013:221. eCollection 2013. AMIA Jt Summits Transl Sci Proc. 2013. PMID: 24303268 Free PMC article.
Automatically classifying question types for consumer health questions.
Roberts K, Kilicoglu H, Fiszman M, Demner-Fushman D. Roberts K, et al. AMIA Annu Symp Proc. 2014 Nov 14;2014:1018-27. eCollection 2014. AMIA Annu Symp Proc. 2014. PMID: 25954411 Free PMC article.
The role of fine-grained annotations in supervised recognition of risk factors for heart disease from EHRs.
Roberts K, Shooshan SE, Rodriguez L, Abhyankar S, Kilicoglu H, Demner-Fushman D. Roberts K, et al. J Biomed Inform. 2015 Dec;58 Suppl(Suppl):S111-9. doi: 10.1016/j.jbi.2015.06.010. Epub 2015 Jun 26. J Biomed Inform. 2015. PMID: 26122527 Free PMC article.
Toward a Natural Language Interface for EHR Questions.
Roberts K, Demner-Fushman D. Roberts K, et al. AMIA Jt Summits Transl Sci Proc. 2015 Mar 25;2015:157-61. eCollection 2015. AMIA Jt Summits Transl Sci Proc. 2015. PMID: 26306260 Free PMC article.
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