• Demner-Fushman D. A dataset of 200 structured product labels annotated for adverse drug reactions. Sci Data. 2018 Jan 30;5:180001. doi: 10.1038/sdata.2018.1.

  Abstract | PMID:  29381145 | PMCID:  PMC5789866

  Abstract
• Zhang, K, Demner-Fushman D. Automated classification of eligibility criteria in clinical trials to facilitate patient-trial matching for specific patient populations. J Am Med Inform Assoc. 2017 Jul 1;24(4):781-787. doi: 10.1093/jamia/ocw176.

  Abstract | PMID:  28339690 | PMCID:  PMC6080677

  Abstract
• Borovikov E, Vajda S, Gill MJ. Face Match for Family Reunification: Real-World Face Image Retrieval International Journal of Computer Vision and Image Processing. DOI: 10.4018/IJCVIP.2017040102.

  Abstract | pub9530.pdf

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• Mork JG, Aronson A, Demner-Fushman D. 12 years on - Is the NLM medical text indexer still useful and relevant? J Biomed Semantics. 2017 Feb 23;8(1):8. doi: 10.1186/s13326-017-0113-5.

  Abstract | PMID:  28231809 | PMCID:  PMC5324252

  Abstract
• Demner-Fushman D, Rogers W, Aronson A. MetaMap Lite: an evaluation of a new Java implementation of MetaMap. J Am Med Inform Assoc. 2017 Jul 1;24(4):841-844. doi: 10.1093/jamia/ocw177.

  Abstract | PMID:  28130331

  Abstract
• Wei W, Marmor R, Singh S, Wang S, Demner-Fushman D, Kuo TT, Hsu CN, Ohno-Machado L. Finding Related Publications: Extending the Set of Terms Used to Assess Article Similarity. AMIA Jt Summits Transl Sci Proc. 2016 Jul 20;2016:225-34. eCollection 2016.

  Abstract | PMID:  27570676 | PMCID:  PMC5001748

  Abstract
• Ben Abacha A, Demner-Fushman D. Meta-Learning with Selective Data Augmentation for Medical Entity Recognition. International Journal of Computational Linguistics and Applications (IJCLA) 7(2): 167-182 (2016)

  Abstract | 1_IJCLA.pdf

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• Roberts K, Shooshan SE, Rodriguez L, Abhyankar S, Kilicoglu H, Demner-Fushman D. The role of fine-grained annotations in supervised recognition of risk factors for heart disease from EHRs. J Biomed Inform. 2015 Dec;58 Suppl:S111-9. doi: 10.1016/j.jbi.2015.06.010. Epub 2015 Jun 26.

  Abstract | pub9188.pdf | PMID:  26122527 | PMCID:  PMC4988795

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• Locatis CN, Gaines C, Liu WL, Gill MJ, Ackerman MJ. Lessons learned from ten years of distance learning outreach. J Med Libr Assoc. 2015 Apr;103(2):78-82. doi: 10.3163/1536-5050.103.2.004.

  Abstract | pub9138.pdf | PMID:  25918486 | PMCID:  PMC4404859

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• Kayaalp M, Browne AC, Callaghan FM, Dodd Z, Divita G, Ozturk S, McDonald CJ. The pattern of name tokens in narrative clinical text and a comparison of five systems for redacting them. J Am Med Inform Assoc. 2014 May-Jun;21(3):423-31. doi: 10.1136/amiajnl-2013-001689. Epub 2013 Sep 11.

  Abstract | PMID:  24026308 | PMCID:  PMC3994850 | URL:  http://dx.doi.org/10.1136/amiajnl-2013-001689

  AbstractExternal link
• Marcelo A, Gavino A, Isip-Tan IT, Apostol-Nicodemus L, Mesa-Gaerlan FJ, Firaza PN, Faustorilla JF Jr., Callaghan FM, Fontelo P. A comparison of the accuracy of clinical decisions based on full-text articles and on journal abstracts alone: a study among residents in a tertiary care hospital. Evid Based Med. 2013 Apr;18(2):48-53. doi: 10.1136/eb-2012-100537. Epub 2012 Jul 10.

  Abstract | PMID:  22782923 | PMCID:  PMC3607116

  Abstract
• Sheets L, Callaghan F, Gavino A, Liu F, Fontelo P. Usability of selected databases for low-resource clinical decision support. Applied Clinical Informatics. 2012;3(3):326-33. DOI: http://dx.doi.org/10.4338/ACI-2012-06-RA-0024.

  Abstract | URL:  http://aci.schattauer.de/de/contents/archive/issue/1559/manuscript/18167.html

  AbstractExternal link
• Jimeno-Yepes A, Mork J, Demner-Fushman D, Aronson AR. A one-size-fits-all indexing method does not exist: automatic selection based on meta-learning. JCSE, vol. 6, no. 2, pp.151-160, 2012.

  Abstract | pub-2012-048.pdf | URL:  http://jcse.kiise.org/PublishedPaper/topic_abstract.asp?idx=134

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• Zhang X, Zou J, Le DX, Thoma GR. A structural SVM approach for reference parsing. BMC Bioinformatics. 2011 Jun 9;12 Suppl 3:S7. doi: 10.1186/1471-2105-12-S3-S7.

  Abstract | PMID:  21658294 | PMCID:  PMC3111593

  Abstract
• Mork JG, Bodenreider O, Demner-Fushman D, Dogan RI, Lang FM, Lu Z, Névéol A, Peters L, Shooshan SE, Aronson AR. Extracting Rx information from clinical narrative. J Am Med Inform Assoc. 2010 Sep-Oct;17(5):536-9. doi: 10.1136/jamia.2010.003970.

  Abstract | pub2010047.pdf | PMID:  20819859 | PMCID:  PMC2995679

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• Demner-Fushman D, Mork JG, Shooshan SE, Aronson AR. UMLS content views appropriate for NLP processing of the biomedical literature vs. clinical text. J Biomed Inform. 2010 Aug;43(4):587-94. doi: 10.1016/j.jbi.2010.02.005. Epub 2010 Feb 10.

  Abstract | pub2009040.pdf | PMID:  20152935 | PMCID:  PMC2890296

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• Humphrey SM, Névéol A, Gobeil J, Ruch P, Darmoni SJ, Browne AC. Comparing a Rule Based vs. Statistical System for Automatic Categorization of MEDLINE Documents According to Biomedical Specialty. J Am Soc Inf Sci Technol. 2009 Dec 1;60(12):2530-2539.

  Abstract | PMID:  19956557 | PMCID:  PMC2782854

  Abstract
• Fiszman M, Demner-Fushman D, Kilicoglu H, Rindflesch TC. Automatic summarization of MEDLINE citations for evidence-based medical treatment: a topic-oriented evaluation. J Biomed Inform. 2009 Oct;42(5):801-13. doi: 10.1016/j.jbi.2008.10.002. Epub 2008 Nov 5.

  Abstract | PMID:  19022398 | PMCID:  PMC2776079

  Abstract
• Névéol A, Shooshan SE, Humphrey SM, Mork JG, Aronson AR. A recent advance in the automatic indexing of the biomedical literature. J Biomed Inform. 2009 Oct;42(5):814-23. doi: 10.1016/j.jbi.2008.12.007. Epub 2008 Dec 30.

  Abstract | pub2009038.pdf | PMID:  19166973 | PMCID:  PMC2818245

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• Kilicoglu H, Demner-Fushman D, Rindflesch TC, Wilczynski NL, Haynes RB. Towards Automatic Recognition of Scientifically Rigorous Clinical Research Evidence J Am Med Inform Assoc. 2009 Jan-Feb;16(1):25-31. Epub 2008 Oct 24.

  Abstract | PMID:  18952929 | PMCID:  PMC2605595

  Abstract
• Locatis C, Gaines C, Liu W, Gill MJ. Extending a Blended Education Programme to Native American High School Students in Alaska. J Vis Commun Med. 2009 Jan;32(1):8-13.

  Abstract | PMID:  21494418 | PMCID:  PMC3074495

  Abstract
• Neveol A, Shooshan SE, Claveau V. Automatic Inference of Indexing Rules for MEDLINE BMC Bioinformatics. 2008 Nov 19;9 Suppl 11:S11

  Abstract | PMID:  19025687 | PMCID:  PMC2586750

  Abstract
• Hauser SE, Demner-Fushman D, Jacobs JL, Humphrey SM, Ford G, Thoma GR. Using Wireless Handheld Computers to Seek Information at the Point of Care: An Evaluation by Clinicians. J Am Med Inform Assoc. 2007 Nov-Dec;14(6):807-15. Epub 2007 Aug 21.

  Abstract | pub2007083.pdf | PMID:  17712085 | PMCID:  PMC2213482

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• Sneiderman CA, Demner-Fushman D, Fiszman M, Ide NC, Rindflesch TC. Knowledge-Based Methods to Help Clinicians Find Answers in MEDLINE. J Am Med Inform Assoc. 2007 Nov-Dec;14(6):772-80. Epub 2007 Aug 21.

  Abstract | PMID:  17712086 | PMCID:  PMC2213491

  Abstract
• Locatis C, Gaines C, Liu W, Gill MJ, Carney J, Foster J, McCall V, Woods M. A Blended Training Approach Using Videoconferencing for Distance Education. J Med Libr Assoc. 2006 Oct;94(4):464-8.

  Abstract | PMID:  17082845 | PMCID:  PMC1629420

  Abstract

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