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Aronson AR, Lang FM.An overview of MetaMap: historical perspective and recent advances. J Am Med Inform Assoc. 2010 May-Jun;17(3):229-36. doi: 10.1136/jamia.2009.002733.
Bodenreider O, Smith B, Kumar A, Burgun A.Investigating Subsumption in SNOMED CT: An Exploration into Large Description Logic-based Biomedical Terminologies Artif Intell Med. 2007 Mar;39(3):183-95. Epub 2007 Jan 22
Cui L, Bodenreider O, Shi J, Zhang GQ.Auditing SNOMED CT hierarchical relations based on lexical features of concepts in non-lattice subgraphs. Biomed Inform. 2018 Feb;78:177-184. doi: 10.1016/j.jbi.2017.12.010. Epub 2017 Dec 20.
Cui L, Zhu W, Tao S, Case JT, Bodenreider O, Zhang GQ.Mining non-lattice subgraphs for detecting missing hierarchical relations and concepts in SNOMED CT. J Am Med Inform Assoc. 2017 Jul 1;24(4):788-798. doi: 10.1093/jamia/ocw175.
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.
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.
Dhombres F, Bodenreider O.Interoperability between phenotypes in research and healthcare terminologies--Investigating partial mappings between HPO and SNOMED CT. J Biomed Semantics. 2016 Feb 9;7:3. doi: 10.1186/s13326-016-0047-3. eCollection 2016.
Dhombres F, Winnenburg R, Case JT, Bodenreider O.Extending the coverage of phenotypes in SNOMED CT through post-coordination. Stud Health Technol Inform. 2015;216:795-9.
Doughty E, Kertesz-Farkas A, Bodenreider O, Thompson G, Adadey A, Peterson T, Kann MG.Toward an automatic method for extracting cancer- and other disease-related point mutations from the biomedical literature. Bioinformatics. 2011 Feb 1;27(3):408-15. doi: 10.1093/bioinformatics/btq667. Epub 2010 Dec 7.
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.
Fomous C, Miller N.The Role of the National Library of Medicine Web Sites in Newborn Screening Education Ment Retard Dev Disabil Res Rev. 2006;12(4):305-12
Friedman C, Rindflesch TC, Corn M.Natural language processing: state of the art and prospects for significant progress, a workshop sponsored by the National Library of Medicine. J Biomed Inform. 2013 Oct;46(5):765-73. doi: 10.1016/j.jbi.2013.06.004. Epub 2013 Jun 25.
Fung K, Kapusnik-Uner J, Cunningham J, Higby-Baker S, Bodenreider O.Comparison of three commercial knowledge bases for detection of drug-drug interactions in clinical decision support. J Am Med Inform Assoc. 2017 Jul 1;24(4):806-812. doi: 10.1093/jamia/ocx010.
Fung KW, Bodenreider O, Aronson AR, Hole WT, Srinivasan S.Combining Lexical and Semantic Methods of Inter-terminology Mapping Using the UMLS. Stud Health Technol Inform. 2007;129(Pt 1):605-9.
Hanauer DA, Saeed M, Zheng K, Mei Q, Shedden K, Aronson AR, Ramakrishnan N.Applying MetaMap to Medline for identifying novel associations in a large clinical dataset: a feasibility analysis. J Am Med Inform Assoc. 2014 Sep-Oct;21(5):925-37. doi: 10.1136/amiajnl-2014-002767. Epub 2014 Jun 13.
Harpaz R, DuMouchel W, Schuemie M, Bodenreider O, Friedman C, Horvitz E, Ripple A, Sorbello A, White RW, Winnenburg R, Shah NH.Toward multimodal signal detection of adverse drug reactions. J Biomed Inform. 2017 Dec;76:41-49. doi: 10.1016/j.jbi.2017.10.013. Epub 2017 Nov 1.
Harpaz R, Odgers D, Gaskin G, DuMouchel W, Winnenburg R, Bodenreider O, Ripple AM, Szarfman A, Sorbello A, Horvitz E, White RW, Shah NH.A time-indexed reference standard of adverse drug reactions. Sci Data. 2014 Nov 11;1:140043. doi: 10.1038/sdata.2014.43.
Hripcsak G, Duke JD, Shah NH, Reich CG, Huser V, Schuemie MJ, Suchard MA, Park RW, Wong IC, Rijnbeek PR, van der Lei J, Pratt N, Norén GN, Li YC, Stang PE, Madigan D, Ryan PB.Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers. Stud Health Technol Inform. 2015;216:574-8.
Hristovski D, Kastrin A, Dinevski D, Burgun A, Ziberna L, Rindflesch TC.Using Literature-Based Discovery to Explain Adverse Drug Effects. J Med Syst. 2016 Aug;40(8):185. doi: 10.1007/s10916-016-0544-z. Epub 2016 Jun 18.
Huser V, DeFalco FJ, Schuemie M, Ryan PB, Shang N, Velez M, Park RW, Boyce RD, Duke J, Khare R, Utidjian L, Bailey L.Multisite Evaluation of a Data Quality Tool for Patient-Level Clinical Data Sets. EGEMS (Wash DC). 2016 Nov 30;4(1):1239. doi: 10.13063/2327-9214.1239. eCollection 2016.
Huser V, Cimino JJ.Impending Challenges for the Use of Big Data. Int J Radiat Oncol Biol Phys. 2016 Jul 1;95(3):890-894. doi: 10.1016/j.ijrobp.2015.10.060. Epub 2015 Nov 5.
Jimeno-Yepes A, McInnes BT, Aronson AR.Collocation analysis for UMLS knowledge-based word sense disambiguation. BMC Bioinformatics. 2011 Jun 9;12 Suppl 3:S4. doi: 10.1186/1471-2105-12-S3-S4.
Jimeno-Yepes A, McInnes BT, Aronson AR.Exploiting MeSH indexing in MEDLINE to generate a data set for word sense disambiguation. BMC Bioinformatics. 2011 Jun 2;12:223. doi: 10.1186/1471-2105-12-223.
Jimeno-Yepes A, Aronson AR.Knowledge-based biomedical word sense disambiguation: comparison of approaches. BMC Bioinformatics. 2010 Nov 22;11:569. doi: 10.1186/1471-2105-11-569.
Kang YS, Kayaalp M.Extracting laboratory test information from biomedical text. J Pathol Inform. 2013 Aug 31;4:23. doi: 10.4103/2153-3539.117450. eCollection 2013.
Kastrin A, Rindflesch TC, Hristovski D.Link prediction on a network of co-occurring MeSH terms: Towards literature-based discovery. Methods of Information in Medicine 55(4):340-6.
Kastrin A, Rindflesch TC, Hristovski D.Link prediction in a MeSH co-occurrence network: preliminary results. Stud Health Technol Inform. 2014;205:579-83.
Keselman A, Rosemblat G, Kilicoglu H, Fiszman M, Jin H, Shin D, Rindflesch TC.Adapting Semantic Natural Language Processing Technology to Address Information Overload in Influenza Epidemic Management Journal of the American Society for Information Science and Technology (JASIST), 61(12):2531-2543, 2010
Keselman A, Tse T, Crowell J, Browne AC, Ngo L, Zeng Q.Assessing Consumer Health Vocabulary Familiarity: An Exploratory Study J Med Internet Res. 2007 Mar 14;9(1):e5
Keselman A, Massengale L, Ngo L, Browne A, Zeng Q.The Effect of User Factors on Consumer Familiarity with Health Terms: Using Gender as a Proxy for Background Knowledge about Gender-Specific Illnesses ISBMDA 2006: 472-481
Kilicoglu H, Peng Z, Tafreshi S, Tran T, Rosemblat G, Schneider J.Confirm or Refute?: A Comparative Study on Citation Sentiment Classification in Clinical Research Publications. J Biomed Inform. 2019 Feb 9:103123. doi: 10.1016/j.jbi.2019.103123.
Kilicoglu H, Rosemblat G, Malicki M, Ter Riet G.Automatic recognition of self-acknowledged limitations in clinical research literature. J Am Med Inform Assoc. 2018 Jul 1;25(7):855-861. doi: 10.1093/jamia/ocy038.
Kilicoglu H.Biomedical text mining for research rigor and integrity: tasks, challenges, directions. Brief Bioinform. 2017 Jun 13. doi: 10.1093/bib/bbx057.
Kilicoglu H, Rosemblat G, Fiszman M, Rindflesch TC.Constructing a semantic predication gold standard from the biomedical literature. BMC Bioinformatics. 2011 Dec 20;12:486. doi: 10.1186/1471-2105-12-486.
Leroy G, Miller T, Rosemblat G, Browne A.A Balanced Approach to Health Information Evaluation: A Vocabulary-based Naive Bayes Classifier and Readability Formulas JASIST, 59(9):1409-1419, 2008
Leroy G, Rindflesch TC.Effects of Information and Machine Learning Algorithms on Word Sense Disambiguation with Small Datasets Int J Med Inform. 2005 Aug;74(7-8):573-85
Lu C, McCreedy L, Tormey D, Browne AC.A Systematic Approach for Automatically Generating Derivational Variants in Lexical Tools Based on theSPECIALIST Lexicon IEEE IT Professional Magazine, May/June, 2012;36-42.
Lu C, Tormey D, McCreedy L, Browne AC.A Systematic Approach for Automatically Generating Derivational Variants in Lexical Tools Based on the SPECIALIST Lexicon. IEEE IT Professional Magazine, May/June, 2012, p. 36-42.
Mariño-Ramírez L, Tharakaraman K, Bodenreider O, Spounge J, Landsman D.Identification of cis-regulatory Elements in Gene Co-expression Networks Using A-GLAM. Methods Mol Biol. 2009;541:1-22.
Masseroli M, Kilicoglu H, Lang F-M, Rindflesch TC.Argument-predicate Distance as a Filter for Enhancing Precision in Extracting Predications on the Genetic Etiology of Disease. BMC Bioinformatics. 2006 Jun 8;7:291.
Maver A, Hristovski D, Rindflesch TC, Peterlin B.Integration of data from omic studies with the literature-based discovery towards identification of novel treatments for neovascularization in diabetic retinopathy. Biomed Res Int. 2013;2013:848952. doi: 10.1155/2013/848952. Epub 2013 Nov 24.
Miller CM, Rindflesch TC, Fiszman M, Hristovski D, Shin D, Rosemblat G, Zhang H, Strohl KP.A closed literature-based discovery technique finds a mechanistic link between hypogonadism and diminished sleep quality in aging men. Sleep. 2012 Feb 1;35(2):279-85. doi: 10.5665/sleep.1640.
Morid MA, Fiszman M, Raja K, Jonnalagadda SR, Del Fiol G.Classification of clinically useful sentences in clinical evidence resources. J Biomed Inform. 2016 Apr;60:14-22. doi: 10.1016/j.jbi.2016.01.003. Epub 2016 Jan 13.
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.
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.
Mougin F, Burgun A, Bodenreider O.Data Integration Through Data Elements: Mapping Data Elements to Terminological Resources BMC Bioinformatics. 2006 Nov 24;7 Suppl 3:S6.
Mougin F, Burgun A, Bodenreider O.Mapping Data Elements to Terminological Resources for Integrating Biomedical Data Sourcse BMC Bioinformatics. 2006 Nov 24;7 Suppl 3:S6
Mougin FL, Bodenreider O, Burgun A.Analyzing polysemous concepts from a clinical perspective: application to auditing concept categorization in the UMLS. J Biomed Inform. 2009 Jun;42(3):440-51. doi: 10.1016/j.jbi.2009.03.008. Epub 2009 Mar 18.
Neveol A, Deserno TM, Darmoni SJ, Guld MO, Aronson AR.Natural Language Processing Versus Content-BasedImage Analysis for Medical Document Retrieval J Am Soc Inf Sci Technol. 2008 Sep 18;60(1):123-134
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.
Oellrich A, Collier N, Groza T, Rebholz-Schuhmann D, Shah N, Bodenreider O, Borlan MR, Georgiev I, Liu H, Livingston K, Luna A, Mallon AM, Manda P, Robinson PM, Rustici G, Simonn M, Wang L, Winnenburg R, Dumontier M.The digital revolution in phenotyping. Brief Bioinform. 2016 Sep;17(5):819-30. doi: 10.1093/bib/bbv083. Epub 2015 Sep 29.
Peters L, Nguyen T, Bodenreider O.Terminology Status APIs - Mapping Obsolete Codes to Current RxNorm, SNOMED CT, and LOINC Concepts. Stud Health Technol Inform. 2017;245:1333.
Peters L, Mortensen J, Nguyen T, Bodenreider O.Enabling complex queries to drug information sources through functional composition. Stud Health Technol Inform. 2013;192:692-6.
Peters LB, Bahr N, Bodenreider O.Evaluating drug-drug interaction information in NDF-RT and DrugBank. J Biomed Semantics. 2015 May 11;6:19. doi: 10.1186/s13326-015-0018-0. eCollection 2015.
Plaza L, Jimeno-Yepes A, Diaz A, Aronson AR.Studying the correlation between different word sense disambiguation methods and summarization effectiveness in biomedical texts. BMC Bioinformatics. 2011 Aug 26;12:355. doi: 10.1186/1471-2105-12-355.
Rance B, Le T, Bodenreider O.Fingerprinting Biomedical Terminologies--Automatic Classification and Visualization of Biomedical Vocabularies through UMLS Semantic Group Profiles. Stud Health Technol Inform. 2015;216:771-5.
Rance B, Snyder M, Lewis J, Bodenreider O.Leveraging terminological resources for mapping between rare disease information sources. Stud Health Technol Inform. 2013;192:529-33.
Rindflesch TC, Blake CL, Cairelli MJ, Fiszman M, Zeiss CJ, Kilicoglu H.Investigating the role of interleukin-1 beta and glutamate in inflammatory bowel disease and epilepsy using discovery browsing. J Biomed Semantics. 2018 Dec 27;9(1):25. doi: 10.1186/s13326-018-0192-y.
Rindflesch TC, Blake CL, Fiszman M, Kilicoglu H, Rosemblat G, Schneider J, Zeiss CJ.Informatics Support for Basic Research in Biomedicine. ILAR J. 2017 Jul 1;58(1):80-89. doi: 10.1093/ilar/ilx004.
Rindflesch TC, Kilicoglu H, Fiszman M, Rosemblat G, Shin D.Semantic MEDLINE: An advanced information management application for biomedicine. Information Services and Use, 2011, 31(1): 15-21.
Rindflesch TC, Fiszman M, Bisharah L.Semantic Interpretation for the Biomedical Research Literature In Hsinchun C, Fuller S, Friedman C, Hersh w (eds.) Medical Informatics: Knowledge Management and Data Mining in Biomedicine. Springer: New York, pp. 399-422, 2005.
Rosemblat G, Fiszman, M, Shin D, Kilicoglu H.Towards a characterization of apparent contradictions in the biomedical literature using context analysis. Journal of Biomedical Informatics. 2019. In Press. https://doi.org/10.1016/j.jbi.2019.103275.
Rosemblat G, Logan R, Tse T, Graham L.Text Features and Readability: Expert Evaluation of Consumer Health Text Mednet 2006. October 14-16, 2006. Toronto, Canada
Ruch P, Geissbuhler A, Gobeill J, Lisacek F, Tbahriti I, Veuthey A, Aronson AR.Using Discourse Analysis to Improve Text Categorization in MEDLINE Stud Health Technol Inform. 2007;129(Pt 1):710-5
Ruttenberg A, Clark T, Bug W, Samwald M, Bodenreider O, Chen H, Doherty D, Forsberg K, Gao Y, Kashyap V, Kinoshita J, Luciano J, Marshall MS, Oqbuji C, Rees J, Stephens S, Wong GT, Wu E, Zaccaqnini D, Hongsermeier T, Neumann E, Herman I, Cheung KH.Advancing Translational Research with the Semantic Web BMC Bioinformatics. 2007 May 9;8 Suppl 3:S2
Sahoo SS, Bodenreider O, Rutter JL, Skinner KJ, Sheth AP.An Ontology-driven Semantic Mash-up of Gene and Biological pathway information: Application to the domain of nicotine dependence J Biomed Inform. 2008 Oct;41(5):752-65. Epub 2008 Feb 29
Sahoo SS, Zeng K, Bodenreider O, Sheth A.From 'Glycosyltransferase' to 'Congenital Muscular Dystrophy': Integrating Knowledge from NCBI Entrez Gene and the Gene Ontology Stud Health Technol Inform. 2007;129(Pt 2):1260-4
Scarton LA, Wang L, Kilicoglu H, Jahries M, Del Fiol M.Expanding vocabularies for complementary and alternative medicine therapies. Int J Med Inform. 2019 Jan;121:64-74. doi: 10.1016/j.ijmedinf.2018.11.009. Epub 2018 Nov 22.
Schulz S, Beisswanger, van den Hoek L, Bodenreider O, van Mulligen EM.Alignment of the UMLS Semantic Network with BioTop: Methodology and Assessment Bioinformatics 2009;25(12):i69-i76
Slaughter LA, Soergel D, Rindflesch TC.Semantic Representation of Consumer Questions and Physician Answers Int J Med Inform. 2006 Jul;75(7):513-29. Epub 2005 Aug 24
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.
Sorbello A, Ripple AM, Tonning J, Munoz M, Hasan R, Ly T, Francis H, Bodenreider O.Harnessing scientific literature reports for pharmacovigilance. Prototype software analytical tool development and usability testing. Appl Clin Inform. 2017 Mar 22;8(1):291-305. doi: 10.4338/ACI-2016-11-RA-0188.
Tharakaraman K, Bodenreider O, Landsman D, Spouge JL, Marino-Ramirez.The Biological Function of Some Human Transcription Factor Binding Motifs Varies with Position Relative to the Transcription Start Site Nucleic Acids Res. 2008 May;36(8):2777-86. Epub 2008 Mar 26
Tsaparas P, Marino-Ramirez L, Bodenreider O.Global Similarity and Local Divergence in Human and Mouse Gene Co-expression Networks BMC Evol Biol. 2006 Sep 12;6:70
Winnenburg R, Sorbello A, Bodenreider O.Exploring adverse drug events at the class level. J Biomed Semantics. 2015 May 1;6:18. doi: 10.1186/s13326-015-0017-1. eCollection 2015.
Winnenburg R, Bodenreider O.A framework for assessing the consistency of drug classes across sources. J Biomed Semantics. 2014 Jul 9;5:30. doi: 10.1186/2041-1480-5-30. eCollection 2014.
Winnenburg R, Bodenreider O.Exploring pharmacoepidemiologic groupings of drugs from a clinical perspective. Stud Health Technol Inform. 2013;192:827-31.
Workman TE, Fiszman M, Rindflesch TC, Nahl D.Framing Serendipitous Information Seeking Behavior for Facilitating Literature-Based Discovery: A Proposed Model. Journal of the American Society for Information Science and Technology 2013, in press.
Workman TE, Fiszman M, Hurdle JF.Text summarization as a decision support aid. BMC Med Inform Decis Mak. 2012 May 23;12:41. doi: 10.1186/1472-6947-12-41.
Workman TE, Fiszman M, Hurdle JF, Rindflesch TC.Biomedical text summarization to support genetic database curation: using Semantic MEDLINE to create a secondary database of genetic information. J Med Libr Assoc. 2010 Oct;98(4):273-81. doi: 10.3163/1536-5050.98.4.003.
Yepes AJ, Prieur-Gaston E, Névéol A.Combining MEDLINE and publisher data to create parallel corpora for the automatic translation of biomedical text. BMC Bioinformatics. 2013 Apr 30;14:146. doi: 10.1186/1471-2105-14-146.
Zeng QT, Tse T, Divita G, Keselman A, Crowell J, Browne AC, Goryachev S, Ngo L.Term Identification Methods for Consumer Health Vocabulary Development J Med Internet Res. 2007 Feb 28;9(1):e4.
Zeng-Treitler Q, Kim H, Rosemblat G, Kesselman A.Can multilingual machine translation help make medical record content more comprehensible to patients? Stud Health Technol Inform. 2010;160(Pt 1):73-7.
Zhang M, Del Fiol G, Grout RW, Jonnalagadda S, Medlin R, Mishra R, Weir C, Liu H, Mostafa J, Fiszman M.Automatic identification of comparative effectiveness research from medline citations to support clinicians' treatment information needs. Stud Health Technol Inform. 2013;192:846-50.
Zhang R, Adam TJ, Simon G, Cairelli MJ, Rindflesch T, Pakhomov S, Melton GB.Mining Biomedical Literature to Explore Interactions between Cancer Drugs and Dietary Supplements. AMIA Jt Summits Transl Sci Proc. 2015 Mar 23;2015:69-73. eCollection 2015.
Zhang S, Bodenreider O.Law and Order: Assessing and Enforcing Compliance with Ontological Modeling Principles in the Foundational Model of Anatomy Comput Biol Med. 2006 Jul-Aug;36(7-8):674-93. Epub 2005 Sep 6.
Zhang, H, Fiszman M, Shin D, Wilkowski B, Rindflesch TC.Clustering cliques for graph-based summarization of the biomedical research literature. BMC Bioinformatics 14:182.
Zheng S, Mork P, Bodenreider O, Bernstein PA.Comparing Two Approaches for Aligning Representations of Anatomy Artif Intell Med. 2007 Mar;39(3):227-36. Epub 2007 Jan 23