| National Library of Medicine

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.

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Divita G, Rosemblat G, Browne AC. Building a medical Spanish lexicon. AMIA Annu Symp Proc. 2007 Oct 11:941.

Abstract | PMID: 18694041

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Ben Abacha A, Demner-Fushman D. On the role of question summarization and information source restriction in consumer health question answering. In Proceedings of the AMIA 2019 Informatics Summit, San Francisco, CA, USA, 2019.

Abstract | pub9917.pdf

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Lu C, Demner-Fushman D. Improving Spelling Correction with Consumer Health Terminology Improving Spelling Correction with Consumer Health Terminology AMIA 2018 Annual Symposium, San Francisco, CA, November 3-7, 2018, p. 2053.

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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.

Abstract | PMID: 29718377 | PMCID: PMC6016608

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Kayaalp M. Modes of De-identification. AMIA Annu Symp Proc. 2018 Apr 16;2017:1044-1050. eCollection 2017.

Abstract | pub9526.pdf | PMID: 29854172 | PMCID: PMC5977668

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Rodriguez L, Morrison SM, Greenberg K, Demner-Fushman D. Mining the literature for genes associated with placenta-mediated maternal diseases. AMIA Annu Symp Proc. 2018 Apr 16;2017:1498-1506. eCollection 2017.

Abstract | pub9572.pdf | PMID: 29854219 | PMCID: PMC5977710

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Zweigenbaum P, Demner-Fushman D. Advanced Literature-Mining Tools. In Edwards D, Stajich J, and Hansen D. (Editors). Bioinformatics: Tools and Applications. Springer 2009.

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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

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Kayaalp M. Patient Privacy in the Era of Big Data. Balkan Med J. 2018 Jan 20;35(1):8-17. doi: 10.4274/balkanmedj.2017.0966. Epub 2017 Sep 13.

Abstract | PMID: 28903886 | PMCID: PMC5820452

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Ben Abacha A, Long LR, Seco de Herrera AG, Antani SK, Wang K, Demner-Fushman D. Named Entity Recognition in Functional Neuroimaging Literature. BIBM 2017

Abstract | URL: https://ieeexplore.ieee.org/document/8218002

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Lu C, Tormey D, McCreedy L, Browne AC. Enhancing LexSynonym Features in the Lexical Tools AMIA 2017 Annual Symposium, Washington, DC, November 04-08, 2017, p. 2090

Abstract | pub9775.pdf

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Roberts K, Gururaj A, Chen X, Pournejati S, Cohen T, Hersh WR, Demner-Fushman D. Information Retrieval for Biomedical Datasets. 2016 bioCADDIE Challenge. AMIA 2017.

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Bhupatiraju R, Fung K, Bodenreider O. MetaMapLite in Excel: Biomedical named-entity recognition for non-technical users. Stud Health Technol Inform (Proc Medinfo): 1252.

Abstract | PMID: 29295337 | PMCID: PMC5884681

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Blake C, Rindflesch TC. Leveraging syntax to better capture the semantics of elliptical coordinated compound noun phrases. J Biomed Inform. 2017 Aug;72:120-131. doi: 10.1016/j.jbi.2017.07.001. Epub 2017 Jul 4.

Abstract | PMID: 28687199

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Kilicoglu H, Rosemblat G, Rindflesch TC. Assigning factuality values to semantic relations extracted from biomedical research literature. PLoS One. 2017 Jul 5;12(7):e0179926. doi: 10.1371/journal.pone.0179926. eCollection 2017.

Abstract | PMID: 28678823 | PMCID: PMC5497973

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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.

Abstract | PMID: 28838071 | PMCID: PMC5886329

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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

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Kilicoglu H. Biomedical text mining for research rigor and integrity: tasks, challenges, directions. Brief Bioinform. 2017 Jun 13. doi: 10.1093/bib/bbx057.

Abstract | PMID: 28633401

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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

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Lu C, Tormey D, McCreedy L, Browne AC. Generating A Distilled N-Gram Set: Effective Lexical Multiword Building in the SPECIALIST Lexicon. The 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), Vol(5): HEALTHINF, PORTO, Portugal, February 21-23, 2017, p. 77-87.

Abstract | pub9575.pdf

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Ben Abacha A, Demner-Fushman D. Recognizing Question Entailment for Medical Question Answering. AMIA Annu Symp Proc. 2017 Feb 10;2016:310-318. eCollection 2016.

Abstract | pub9500.pdf | PMID: 28269825 | PMCID: PMC5333286

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Mrabet Y, Kilicoglu H, Roberts K, Demner-Fushman D. Combining Open-domain and Biomedical Knowledge for Topic Recognition in Consumer Health Questions. AMIA Annu Symp Proc. 2017 Feb 10;2016:914-923. eCollection 2016.

Abstract | pub9458.pdf | PMID: 28269888 | PMCID: PMC5333243

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Roberts K, Rodriguez L, Shooshan SE, Demner-Fushman D. Resource Classification for Medical Questions. AMIA Annu Symp Proc. 2017 Feb 10;2016:1040-1049. eCollection 2016.

Abstract | PMID: 28269901 | PMCID: PMC5333297

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Workman E, Weir, C, Rindflesch TC. Differentiating Sense through Semantic Interaction Data. AMIA Annu Symp Proc. 2017 Feb 10;2016:1238-1247. eCollection 2016.

Abstract | PMID: 28269921 | PMCID: PMC5333208

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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

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Lu C, Tormey D, McCreedy L, Browne AC. Enhanced LexSynonym Acquisition for Effective UMLS Concept Mapping. Stud Health Technol Inform. 2017;245:501-505.

Abstract | pub9776.pdf | PMID: 29295145

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Kilicoglu H. Inferring Implicit Causal Relationships in Biomedical Literature. Proc 15th Workshop on Biomedical Natural Language Processing. Pages 46-55. 2016.

Abstract | pub9441.pdf

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Ben Abacha A, Demner-Fushman D. NLM_NIH at SemEval-2017 Task 3: from Question Entailment to Question Similarity for Community Question Answering. In Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval@ACL) 2017: 349-352.

Abstract | pub9538.pdf

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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.

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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.

Abstract | PMID: 27318993

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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

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Roberts K, Demner-Fushman D. Annotating Logical Forms for EHR Questions. Proceedings of the Language Resources and Evaluation Conference, LREC,23-28 May 2016, Portorož.

Abstract | URL: http://www.lrec-conf.org/proceedings/lrec2016/pdf/152_Paper.pdf

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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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Kilicoglu H. Software: Bio-SCoRes

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Kilicoglu H. Dataset: Sortal Anaphora Dataset

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Kilicoglu H, Rosemblat G, Fiszman M, Rindflesch TC. Sortal anaphora resolution to enhance relation extraction from biomedical literature. BMC Bioinformatics. 2016 Apr 14;17:163. doi: 10.1186/s12859-016-1009-6.

Abstract | PMID: 27080229 | PMCID: PMC4832532

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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.

Abstract | PMID: 26774763 | PMCID: PMC4836984

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Workman TE, Fiszman M, Cairelli MJ, Nahl D, Rindflesch TC. Spark, an application based on Serendipitous Knowledge Discovery. J Biomed Inform. 2016 Apr;60:23-37. doi: 10.1016/j.jbi.2015.12.014. Epub 2015 Dec 28.

Abstract | PMID: 26732995

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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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Kilicoglu H, Rosemblat G, Cairelli M, Rindflesch TC. A Compositional Interpretation of Biomedical Event Factuality. Proc of the Second Workshop on Extra-Propositional Aspects of Meaning in Computational Semantics (ExProM 2015).

Abstract | pub9223.pdf

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Cairelli MJ, Fiszman M, Zhang H, Rindflesch TC. Networks of neuroinjury semantic predications to identify biomarkers for mild traumatic brain injury. J Biomed Semantics. 2015 May 18;6:25. doi: 10.1186/s13326-015-0022-4. eCollection 2015.

Abstract | PMID: 25992264 | PMCID: PMC4436163

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Jimeno Yepes AJ, Plaza L, Carrillo-de-Albornoz J, Mork JG, Aronson A. Feature engineering for MEDLINE citation categorization with MeSH. BMC Bioinformatics. 2015 Apr 8;16:113. doi: 10.1186/s12859-015-0539-7.

Abstract | PMID: 25887792 | PMCID: PMC4407321

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Cameron D, Kavuluru R, Rindflesch TC, Sheth AP, Thirunarayan K, Bodenreider O. Context-driven automatic subgraph creation for literature-based discovery. J Biomed Inform. 2015 Apr;54:141-57. doi: 10.1016/j.jbi.2015.01.014. Epub 2015 Feb 7.

Abstract | PMID: 25661592 | PMCID: PMC4888806

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Roberts K, Demner-Fushman D. Toward a Natural Language Interface for EHR Questions. AMIA Jt Summits Transl Sci Proc. 2015 Mar 25;2015:157-61. eCollection 2015.

Abstract | pub9234.pdf | PMID: 26306260 | PMCID: PMC4525248

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Wei W, Demner-Fushman D, Wang S, Jiang X, Ohno-Machado L. Ranking Medical Subject Headings using a factor graph model. AMIA Jt Summits Transl Sci Proc. 2015 Mar 23;2015:56-63. eCollection 2015.

Abstract | pub9268.pdf | PMID: 26306236 | PMCID: PMC4525219

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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.

Abstract | PMID: 26306241 | PMCID: PMC4525230

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Hristovski D, Dinevski D, Kastrin A, Rindflesch TC. Biomedical question answering using semantic relations. BMC Bioinformatics. 2015 Jan 16;16:6. doi: 10.1186/s12859-014-0365-3.

Abstract | PMID: 25592675 | PMCID: PMC4307891

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Cohen KB, Demner-Fushman D. Biomedical Natural Language Processing John Benjamins Publishing Company, 2014. DOI: 10.1075/nlp.11

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Kayaalp M, Dodd Z, Browne AC, Sagan, P, McDonald CJ. Software: NLM-Scrubber

Abstract | URL: https://scrubber.nlm.nih.gov/

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Mishra R, Bian J, Fiszman M, Weir CR, Mostafa J, Fiol GD. Text summarization in the biomedical domain: a systematic review of recent research. J Biomed Inform. 2014 Dec;52:457-67. doi: 10.1016/j.jbi.2014.06.009. Epub 2014 Jul 10.

Abstract | PMID: 25016293 | PMCID: PMC4261035

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Shang N, Xu H, Rindflesch TC, Cohen T. Identifying plausible adverse drug reactions using knowledge extracted from the literature. J Biomed Inform. 2014 Dec;52:293-310. doi: 10.1016/j.jbi.2014.07.011. Epub 2014 Jul 19.

Abstract | PMID: 25046831 | PMCID: PMC4261011

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Browne AC, Kayaalp M, Dodd Z, Sagan, P, McDonald CJ. The Challenges of Creating a Gold Standard for De-identification Research. AMIA Annu Symp Proc. 2014 Nov 14;2014:353-8. eCollection 2014.

Abstract | pub8927.pdf | PMID: 25954338 | PMCID: PMC4420002

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Culbertson A, Fiszman M, Shin D, Rindflesch TC. Semantic processing to identify adverse drug event information from black box warnings. AMIA Annu Symp Proc. 2014 Nov 14;2014:442-8. eCollection 2014.

Abstract | PMID: 25954348 | PMCID: PMC4419903

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Huser, V, Kayaalp M, Dodd Z, Cimino J. Piloting a deceased subject integrated data repository and protecting privacy of relatives. AMIA Annu Symp Proc. 2014 Nov 14;2014:719-28. eCollection 2014.

Abstract | pub8928.pdf | PMID: 25954378 | PMCID: PMC4420001

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Kayaalp M, Browne AC, Dodd Z, Sagan P, McDonald CJ. De-identification of Address, Date, and Alphanumeric Identifiers in Narrative Clinical Reports. AMIA Annu Symp Proc. 2014 Nov 14;2014:767-76. eCollection 2014.

Abstract | pub8926.pdf | PMID: 25954383 | PMCID: PMC4419982

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Ozturk S, Kayaalp M, McDonald CJ. Visualization of patient prescription history data in emergency care. AMIA Annu Symp Proc. 2014 Nov 14;2014:963-8. eCollection 2014.

Abstract | PMID: 25954404 | PMCID: PMC4419971

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Roberts K, Kilicoglu H, Fiszman M, Demner-Fushman D. Automatically classifying question types for consumer health questions. AMIA Annu Symp Proc. 2014 Nov 14;2014:1018-27. eCollection 2014.

Abstract | pub8972.pdf | PMID: 25954411 | PMCID: PMC4420005 | URL: http://knowledge.amia.org/56638-amia-1.1540970/t-004-1.1544972/f-004-1.1544973/a...

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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.

Abstract | PMID: 25632348 | PMCID: PMC4306188

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Winnenburg R, Bodenreider O. Desiderata for an authoritative representation of MeSH in RDF. AMIA Annu Symp Proc 2014:1218-1227.

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Zhang R, Cairelli MJ, Fiszman M, Kilicoglu H, Rindflesch TC, Pakhomov SV, Melton GB. Exploiting Literature-derived Knowledge and Semantics to Identify Potential Prostate Cancer Drugs. Cancer Inform. 2014 Oct 14;13(Suppl 1):103-11. doi: 10.4137/CIN.S13889. eCollection 2014.

Abstract | PMID: 25392688 | PMCID: PMC4216049

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Cohen T, Widdows D, Stephan C, Zinner R, Kim J, Rindflesch TC, Davies P. Predicting high-throughput screening results with scalable literature-based discovery methods. CPT Pharmacometrics Syst Pharmacol. 2014 Oct 8;3:e140. doi: 10.1038/psp.2014.37.

Abstract | PMID: 25295575 | PMCID: PMC4474167

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Zhang GQ, Zhu W, Sun M, Tao S, Bodenreider O, Cui L. MaPLE: A MapReduce Pipeline for Lattice-based Evaluation and Its Application to SNOMED CT. Proc IEEE Int Conf Big Data. 2014 Oct;2014:754-759.

Abstract | PMID: 25705725 | PMCID: PMC4334137

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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.

Abstract | PMID: 24928177 | PMCID: PMC4147617

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Zhang R, Cairelli MJ, Fiszman M, Rosemblat G, Kilicoglu H, Rindflesch TC, Pakhomov SV, Melton GB. Using semantic predications to uncover drug-drug interactions in clinical data. J Biomed Inform. 2014 Jun;49:134-47. doi: 10.1016/j.jbi.2014.01.004. Epub 2014 Jan 19.

Abstract | PMID: 24448204 | PMCID: PMC4058371

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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

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Cohen T, Widdows D, Rindflesch TC. Expansion-by-analogy: A vector symbolic approach to semantic search. AAAI-Fall 2014 Symposium on Quantum Informatics for Cognitive, Social, and Semantic Processes.

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Kastrin A, Rindflesch TC, Hristovski D. Link prediction in a MeSH co-occurrence network: preliminary results. Stud Health Technol Inform. 2014;205:579-83.

Abstract | PMID: 25160252

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Kastrin A, Rindflesch TC, Hristovski D. Link prediction on the Semantic MEDLINE Network. Proceedings of the 17th International conference on Discovery Science.

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Mork JG, Demner-Fushman D, Schmidt SC, Aronson A. Recent Enhancements to the NLM Medical Text Indexer. BioASQ 2014.

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Osborne R, Aronson A, Cohen K. A repository of semantic types in the MIMIC II database clinical notes. BioNLP 2014. pp. 93-97.

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Rosemblat G, Shin D, Kilicoglu H, Sneiderman C, Rindflesch TC. A methodology for extending domain coverage in SemRep. J Biomed Inform. 2013 Dec;46(6):1099-107. doi: 10.1016/j.jbi.2013.08.005. Epub 2013 Aug 21.

Abstract | PMID: 23973273 | PMCID: PMC3844019

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Cairelli MJ, Miller CM, Fiszman M, Workman TE, Rindflesch TC. Semantic MEDLINE for discovery browsing: using semantic predications and the literature-based discovery paradigm to elucidate a mechanism for the obesity paradox. AMIA Annu Symp Proc. 2013 Nov 16;2013:164-73. eCollection 2013.

Abstract | PMID: 24551329 | PMCID: PMC3900170

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Demner-Fushman D, Mork JG, Aronson AR. Mining MEDLINE for problems associated with vitamin D. AMIA Annu Symp Proc. 2013 Nov 16;2013:300-8. eCollection 2013.

Abstract | PMID: 24551339 | PMCID: PMC3900180

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Mishra R, Del Fiol G, Kilicoglu H, Jonnalagadda S, Fiszman M. Automatically extracting clinically useful sentences from UpToDate to support clinicians' information needs. AMIA Annu Symp Proc. 2013 Nov 16;2013:987-92. eCollection 2013.

Abstract | pub8952.pdf | PMID: 24551389 | PMCID: PMC3900230

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Workman TE, Rosemblat G, Fiszman M, Rindflesch TC. A literature-based assessment of concept pairs as a measure of semantic relatedness. AMIA Annu Symp Proc. 2013 Nov 16;2013:1512-21. eCollection 2013.

Abstract | PMID: 24551423 | PMCID: PMC3900161

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Yepes AJ, Mork JG, Demner-Fushman D, Aronson AR. Comparison and combination of several MeSH indexing approaches. AMIA Annu Symp Proc. 2013 Nov 16;2013:709-18. eCollection 2013.

Abstract | PMID: 24551371 | PMCID: PMC3900212

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Le T, Rance B, Bodenreider O. Network visualization of UMLS source vocabularies using semantic groups. AMIA Annu Symp Proc, 2013: p. 90

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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.

Abstract | PMID: 23810857

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Jonnalagadda SR, Del Fiol G, Medlin R, Weir C, Fiszman M, Mostafa J, Liu H. Automatically extracting sentences from Medline citations to support clinicians' information needs. J Am Med Inform Assoc. 2013 Sep-Oct;20(5):995-1000. doi: 10.1136/amiajnl-2012-001347. Epub 2012 Oct 25.

Abstract | pub7003.pdf | PMID: 23100128 | PMCID: PMC3756259

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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.

Abstract | PMID: 24083058 | PMCID: PMC3779392

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Jimeno-Yepes AJ, Plaza L, Mork JG, Aronson AR, Díaz A. MeSH indexing based on automatically generated summaries. BMC Bioinformatics. 2013 Jun 26;14:208. doi: 10.1186/1471-2105-14-208.

Abstract | PMID: 23802936 | PMCID: PMC3706357

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Jimeno-Yepes AJ, Sticco JC, Mork JG, Aronson AR. GeneRIF indexing: sentence selection based on machine learning. BMC Bioinformatics. 2013 May 31;14:171. doi: 10.1186/1471-2105-14-171.

Abstract | PMID: 23725347 | PMCID: PMC3687823

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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.

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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.

Abstract | PMID: 23631733 | PMCID: PMC3651320

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Hristovski D, Rindflesch TC, Peterlin B. Using literature-based discovery to identify novel therapeutic approaches. Cardiovasc Hematol Agents Med Chem. 2013 Mar;11(1):14-24.

Abstract | PMID: 22845900

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Jimeno Yepes AJ, Mork JG, Aronson A. Identifying Publication Types Using Machine Learning. BioASQ Workshop 2013.

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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.

Abstract | PMID: 24350292 | PMCID: PMC3857903

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Mork JG, Jimeno Yepes A, Aronson A. The NLM Medical Text Indexer System for Indexing Biomedical Literature. BioASQ 2013.

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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.

Abstract | PMID: 23920677 | PMCID: PMC3940695

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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.

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Kilicoglu H, Shin D, Fiszman M, Rosemblat G, Rindflesch TC. SemMedDB: a PubMed-scale repository of biomedical semantic predications. Bioinformatics. 2012 Dec 1;28(23):3158-60. doi: 10.1093/bioinformatics/bts591. Epub 2012 Oct 8.

Abstract | PMID: 23044550 | PMCID: PMC3509487

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Lu C, Browne AC. Development of Sub-Term Mapping Tools (STMT) AMIA 2012 Annual Symposium, Chicago, IL, November 3-7, 2012

Abstract | pub2012017.pdf

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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.

Abstract | pub2012018.pdf

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Demner-Fushman D, Abhyankar S. Syntactic-semantic frames for clinical cohort identification queries. Data Integration in the Life Sciences (DILS) June 2012, LNBI 7348 proceedings. Lecture Notes in Computer Science. 2012;7348:100-112

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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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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.

Abstract | PMID: 22621674 | PMCID: PMC3461485

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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.

Abstract

Demner-Fushman D, Abhyankar S. Syntactic-semantic question frames for cohort identification. The 2012 Joint Summits on Translational Science. San Francisco, CA. March 2012.

Abstract | pub-2012-071.pdf

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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.

Abstract | PMID: 22294819 | PMCID: PMC3250368

Abstract

Jimeno-Yepes A, Aronson AR. Knowledge-based and knowledge-lean methods combined in unsupervised word sense disambiguation. Proc 2nd ACM SIGHIT International Health Informatics (IHI) Symposium 2012, 733-736.

Abstract

Jimeno-Yepes A, Mork JG, Wilkowski B, Demner-Fushman D, Aronson AR. MEDLINE MeSH indexing: lessons learned from machine learning and future directions. Proc IHI 2012, 737-742.

Abstract

Jimeno-Yepes A, Wilkowski B, Mork JG, Demner-Fushman D, Aronson AR. MeSH indexing: machine learning and lessons learned. ACM SIGHIT International Health Informatics Symposium, Miami, FL, USA, 2012.

Abstract | pub2012-064.pdf

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Kayaalp M. ICU Outcome Predictions using Physiologic Trends in the First Two Days. Computing in Cardiology (39)977–980.

Abstract | PMCID: PMC3607431

Abstract

Jimeno-Yepes A, Mork J, Demner-Fushman D, Aronson AR. Automatic algorithm selection for MeSH Heading indexing based on meta-learning. International Symposium on Languages in Biology and Medicine, Singapore, December, 2011.

Abstract | pub2011-110.pdf | URL: http://ii.nlm.nih.gov/MTI_ML/index.shtml

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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.

Abstract | PMID: 22185221 | PMCID: PMC3281188 | URL: http://www.biomedcentral.com/1471-2105/12/486

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Lu C, Browne AC. Converting Unicode Lexicon and Lexical Tools for ASII NLP Applications AMIA Annu Symp Proc 2011:1870.

Abstract | pub2011070.pdf

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Cairelli M, Rindflesch TC. Hierarchical Summarization of Concepts for Visual Discovery Browsing - a Pilot Study [abstract and demo]. Procedings of the IEEE VisWeek Workshop on Visual Analytics in Healthcare, October 23, 2011, Providence, RI, 37-40.

Abstract | URL: http://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=1&ved=0CD0QFjAA&url...

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Zhang H, Fiszman M, Shin D, Miller CM, Rosemblat G, Rindflesch TC. Degree centrality for semantic abstraction summarization of therapeutic studies. J Biomed Inform. 2011 Oct;44(5):830-8. doi: 10.1016/j.jbi.2011.05.001. Epub 2011 May 8.

Abstract | PMID: 21575741 | PMCID: PMC3170688

Abstract

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.

Abstract | pub-lhncbc-2011-109.pdf | URL: http://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=1&ved=0CDUQFjAA&url...

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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.

Abstract | PMID: 21871110 | PMCID: PMC3176269

Abstract

Jimeno-Yepes A, Aronson AR. Self-training and co-training in biomedical word sense disambiguation. BioNLP 2011 Workshop, June 2011, 182-183.

Abstract | pub-2011-113.pdf | URL: http://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=2&ved=0CDwQFjAB&url...

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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.

Abstract | pub2010056.pdf | PMID: 21658291 | PMCID: PMC3111590

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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

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.

Abstract | PMID: 21635749 | PMCID: PMC3123611

Abstract

Simpson MS, Demner-Fushman D. Biomedical Text Mining: A Survey of Recent Progress. In Charu C. Aggarwal and ChengXiang Zhai, Editors. Mining Text Data. (Springer) 2011.

Abstract

Mork J, Peters L, Jimeno-Yepes A, Aronson AR, Bodenreider O. MetaMap in the CALBC Workshop II. CALBC Workshop II, March 2011.

Abstract | pub-2011-114.pdf | URL: http://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=1&ved=0CDUQFjAA&url...

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Jimeno-Yepes A, Wilkowski B, Mork J, van Lenten E, Demner-Fushman D, Aronson AR. A bottom-up approach to MEDLINE indexing recommendations. AMIA Annu Symp Proc. 2011;2011:1583-92. Epub 2011 Oct 22.

Abstract | PMID: 22195224 | PMCID: PMC3243198

Abstract

Wilkowski B, Fiszman M, Miller CM, Hristovski D, Arabandi S, Rosemblat G, Rindflesch TC. Graph-based methods for discovery browsing with semantic predications. AMIA Annu Symp Proc. 2011;2011:1514-23. Epub 2011 Oct 22.

Abstract | PMID: 22195216 | PMCID: PMC3243228

Abstract

Jimeno-Yepes A, Aronson AR. Query expansion for UMLS Metathesaurus disambiguation based on automatic corpus extraction. ICMLA 2010, Dec 2010.

Abstract | pub2010-089.pdf | URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=5708977&c...

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Lu C, Divita G, Browne AC. Development of Visual Tagging Tool AMIA Annu Symp Proc 2010:1156.

Abstract | pub2010065.pdf

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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.

Abstract | pub2010057.pdf | PMID: 21092226 | PMCID: PMC3001745

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Fiszman M, Shin D, Sneiderman CA, Jin H, Rindflesch TC. A Knowledge Intensive Approach to Mapping Clinical Narrative to LOINC. AMIA Annu Symp Proc. 2010 Nov 13;2010:227-31.

Abstract | pub2010029.pdf | PMID: 21346974 | PMCID: PMC3041410

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Zhang G-Q, Bodenreider O. Using SPARQL to Test for Lattices: Application to Quality Assurance in Biomedical Ontologies In: Patel-Schneider PF, Pan Y, Hitzler P, Mika P, Zhang L, Pan JZ, et al., editors. Proceedings of the 9th International Semantic Web Conference (ISWC 2010), Shanghai, China, November 7-11, 2010. Berlin, Heidelberg: Springer; 2010. p. 273-288.

Abstract

Mork JG, Aronson AR. The Medical Text Indexer (MTI) system for indexing biomedical literature. book chapter submitted to monograph Indexing Specialities: Medicine. Edited by L. Pilar Wyman. Medford, NJ: Information Today, Inc., in association with the American Society of Indexers, Phoenix, AZ. 2010.

Abstract

Pathak J, Peters L, Chute CG, Bodenreider O. Comparing and evaluating terminology services application programming interfaces: RxNav, UMLSKS and LexBIG. J Am Med Inform Assoc. 2010 Nov-Dec;17(6):714-9. doi: 10.1136/jamia.2009.001149.

Abstract | PMID: 20962136 | PMCID: PMC3000749

Abstract

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.

Abstract | PMID: 20936065 | PMCID: PMC2947139

Abstract

Jimeno-Yepes A, Aronson AR. Improving an automatically extracted corpus for UMLS Metathesaurus word sense disambiguation. BioSEPLN 2010, Sept. 2010.

Abstract | pub2010058.pdf

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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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Kilicoglu H, Fiszman M, Rosemblat G, Marimpietri S, Rindflesch TC. Arguments of Nominals in Semantic Interpretation of Biomedical Text BioNLM Workshop Proc, Assoc. for Computational Linguistics 2010

Abstract | pub2010030k.pdf

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Resnick MP, Ripple AM, Auston I, Rindflesch TC. An Ontology for Public Health to Support Enhanced Information Retrieval AMIA Annu Symp Proc. 2010

Abstract | pub2010031.pdf

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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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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.

Abstract | pub2010033.pdf | PMID: 20442139 | PMCID: PMC2995713

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Cohen T, Widdows D, Schvaneveldt RW, Rindflesch TC. Logical Leaps and Quantum Connectives: Forging Paths through Predication Space AAAI-Fall 2010 Symposium on Quantum Informatics for Cognitive, Social, and Semantic Processes

Abstract | pub2010028.pdf

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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

Abstract | pub2011005.pdf

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Mortensen J, Bodenreider O. Comparing Pharmacologic Classes in NDF-RT and SNOMED CT. Proc SMBM 2010:119-124.

Abstract

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.

Abstract | PMID: 20841653

Abstract

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

Mork JG, Bodenreider O, Demner-Fushman D, Doagan RI, Lang F-M, Lu Z, Névéol A, Peters L, Shooshan SE, Aronson AR. NLM's I2B2 tool system description. Third i2b2 Workshop on Natural Language Processing Challenges for Clinical Records, November, San Francisco, 2009

Abstract | pub2010032.pdf

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Aronson AR, Lang FM. The Evolution of MetaMap, a Concept Search Program for Biomedical Text AMIA Annu Symp Proc. 2009 Nov:22

Abstract | pub2009041.pdf

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Cohen T, Schvaneveldt R, Rindflesch TC. Predication-based semantic indexing: permutations as a means to encode predications in semantic space. AMIA Annu Symp Proc. 2009 Nov 14;2009:114-8.

Abstract | pub2009044.pdf | PMID: 20351833 | PMCID: PMC2815384

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Hristovski D, Kastrin A, Peterlin P, Rindflesch TC. Semantic relations for interpreting DNA microarray data. AMIA Annu Symp Proc. 2009 Nov 14;2009:255-9.

Abstract | pub2009045.pdf | PMID: 20351860 | PMCID: PMC2815475

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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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Anne A, Bagayoko C, Fontelo P. Evaluation de BabelMeSH en Francais. IRBM 2009. DOI: 10.1016/j.irbm.2009.06.006.

Abstract | pub2009048.pdf

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Bodenreider O, Burgun A. Desiderata for an Ontology of Diseases for the Annotation of Biological Datasets Proc ICBO 2009:39-42

Abstract | pub2009023.pdf

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Hristovski D, Kastrin A, Peterlin B, Rindflesch TC. Combining Semantic Relations and DNA Microarray Data for Novel Hypotheses Generation Lecture Notes in Bioinformatics. Springer

Abstract | pub2009060.pdf

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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

Zweigenbaum P, Demner-Fushman D. Bioinformatics: Tools and Applications. Springer 2009.

Abstract

Apostolova E, Channin DS, Demner-Fushman D, Furst J, Lytinen S, Raicu D. Automatic segmentation of clinical texts. 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Minneapolis, MN, 2009, pp. 5905-5908. doi: 10.1109/IEMBS.2009.5334831

Abstract | PMID: 19965054

Abstract

Kilicoglu H, Fiszman M, Rodriguez A, Shin D, Ripple AM, Rindflesch TC. Semantic MEDLINE: A Web Application for Managing the Results of PubMed Searches Proc. Third Int'l Symposium for Semantic Mining in Biomedicine, 69-76

Abstract

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

Abstract | pub2008009.pdf

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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

Aronson AR, Mork JG, Neveol A, Shooshan SE, Demner-Fushman D. Methodology for Creating UMLS Content Views Appropriate for Biomedical Natural Language Processing AMIA Annu Symp Proc. 2008 Nov 6:21-5

Abstract | PMID: 18998883 | PMCID: PMC2655934

Abstract

Fiszman M, Ortiz E, Bray BE, Rindflesch TC. Semantic Processing to Support Clinical Guideline Development AMIA Annu Symp Proc. 2008 Nov 6:187-91

Abstract | PMID: 18999127 | PMCID: PMC2656081

Abstract

He Y, Kayaalp M. Biological Entity Recognition with Conditional Random Fields AMIA Annu Symp Proc. 2008 Nov 6:293-7

Abstract | PMID: 18999272 | PMCID: PMC2656029

Abstract

Kilicoglu H, Demner-Fushman D, Rindflesch TC, Wilczynski NL, Haynes RB. Toward Automatic Recognition of High Quality Clinical Evidence. AMIA Annu Symp Proc. 2008 Nov 6:368

Abstract | PMID: 18998881 | PMCID: PMC2656036

Abstract

Lu C, Humphrey SM, Browne AC. A method for verifying a vector-based text classification system AMIA Annu Symp Proc. 2008 Nov 6:1030.

Abstract | pub2008078.pdf | PMID: 18998786

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Lu C, Browne AC, Allen C, Divita G. Using Lexical tools to convert Unicode characters to ASCII AMIA Annu Symp Proc. 2008 Nov 6:1031.

Abstract | pub2008079.pdf | PMID: 18998787

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Sharp M, Bodenreider O, Wacholder N. A Framework for Characterizing Drug Information Sources AMIA Annu Symp Proc. 2008 Nov 6:662-6

Abstract | PMID: 18999182 | PMCID: PMC2656044

Abstract

Friedlin FJ, McDonald C. A Software Tool for Removing Patient Identifying Information from Clinical Documents J Am Med Inform Assoc. 2008 Sep-Oct;15(5):601-10. Epub 2008 Jun 25

Abstract | PMID: 18579831 | PMCID: PMC2528047

Abstract

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

Abstract | PMID: 18395495 | PMCID: PMC2766186

Abstract

Kim H, Goryachev S, Rosemblat G, Browne A, Keselman A, Zeng-Treitler Q. Beyond Surface Characteristics: A New Health Text-specific Readability Measurement AMIA Annu Symp Proc. 2007 Oct 11:418-22

Abstract | PMID: 18693870 | PMCID: PMC2655856

Abstract

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

Abstract | PMID: 19633735 | PMCID: PMC2714909

Abstract

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

Abstract | PMID: 18367472 | PMCID: PMC2377430

Abstract

Leroy G, Fiszman M, Rindflesch TC. The Impact of Directionality in Predications on Text Mining Hawaii International Conference on System Sciences (HICSS-41), January 2008

Abstract

Demner-Fushman D, Humphrey SM, Ide NC, Loane RF, Mork J, Ruch P, Ruiz ME, Smith LH, Wilbur WJ, Aronson AR. Combining Resources to Find Answers to Biomedical Questions Proc TREC 2007, 205-14

Abstract | pub2007061.pdf

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Jung B, Lee S, Fontelo P, Liu F, Kim S. Construction of Korean Version PICO Linguist and BabelMeSH. Korean Society of Medical Informatics (KOSMI) Fall Congress Proceedings 2007.

Abstract | pub2007072.pdf

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Rosemblat G, Graham L, Tse T. Extractive Summarization in Clinical Trials Protocol Summaries: A Case Study Proc IICAI-2007, pp. 1824-1837

Abstract | pub2007060.pdf

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Bangalore AK, Divita G, Humphrey SM, Browne AC, Thorn KE. Automatic Categorization of Google Search Results for Medical Queries using JDI Medinfo 2007: Proc. of the 11th World Congress on Health (Medical) Informatics

Abstract

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.

Abstract | pub2007045.pdf | PMID: 17911788 | PMCID: PMC2430093

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Névéol A, Mork JG, Aronson AR. Automatic indexing of specialized documents: using generic vs. domain-specific document representations. Proc 2007 Workshop BioNL'07, 183-92.

Abstract | pub2007036.pdf

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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

Abstract | pub2007048.pdf | PMID: 17911917 | PMCID: PMC2562001

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Zhang S, Bodenreider O. Lessons Learned from Cross-Validating Alignments Between Large Anatomical Ontologies Stud Health Technol Inform. 2007;129(Pt 1):822-6

Abstract | pub2007049.pdf | PMID: 17911831 | PMCID: PMC2408442

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Rosemblat G, Logan R. The Consumers' Perspective: Text Features and Readability of Consumer Health Text Mednet 2007: Germany. 12 Oct 2007

Abstract

Bashyam V, Divita G, Bennett DB, Browne AC, Taira RK. A normalized lexical lookup approach to identifying UMLS concepts in free text. Stud Health Technol Inform. 2007;129(Pt 1):545-9.

Abstract | PMID: 17911776

Abstract

Fontelo P. Web Interface: BabelMeSH.

Abstract

Fontelo P. Web Interface: Pico (Patient, Intervention, Comparison, and Outcome) Linguist.

Abstract

Ahlers CB, Hristovski D, Kilicoglu H, Rindflesch TC. Using the Literature-based Discovery Paradigm to Investigate Drug Mechanisms AMIA Annu Symp Proc. 2007 Oct 11:6-10

Abstract | PMID: 18693787 | PMCID: PMC2655783

Abstract

Burgun A, Bodenreider O. Issues in Integrating Epidemiology and Research Information in Oncology: Experience with ICD-O3 and the NCI Thesaurus AMIA Annu Symp Proc. 2007 Oct 11:85-9

Abstract | pub2007084.pdf | PMID: 18693803

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Fiszman M, Rosemblat G, AhlersCB, Rindflesch TC. Identifying Risk Factors for Metabolic Syndrome in Biomedical Text AMIA Annu Symp Proc. 2007 Oct 11:249-53

Abstract | PMID: 18693836 | PMCID: PMC2655815

Abstract

Hurdle JF, Botkin J, Rindflesch TC. Leveraging Semantic Knowledge in IRB Databases to Improve Translation Science AMIA Annu Symp Proc. 2007 Oct 11:349-53

Abstract | PMID: 18693856 | PMCID: PMC2655842

Abstract

Névéol A, Shooshan SE, Mork JG, Aronson AR. Fine-grained indexing of the biomedical literature: MeSH subheading attachment for a MEDLINE indexing tool. AMIA Annu Symp Proc. 2007 Oct 11:553-7.

Abstract | pub2007062.pdf | PMID: 18693897 | PMCID: PMC2655865

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Zhang S, Bodenreider O. Identifying Mismatches in Alignments of Large Anatomical Ontologies AMIA Annu Symp Proc. 2007 Oct 11:851-5

Abstract | pub2007087.pdf | PMID: 18693957 | PMCID: PMC2655858

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Fontelo P, Liu F, Leon S, Anne A, Ackerman MJ. PICO Linguist and BabelMeSH: Development and Partial Evaluation of Evidence-based Multilanguage Search Tools for MEDLINE/PubMed. In: Kuhn KA, Warren JR, Leong T-Y, editors. Stud Health Technol Inform [Studies in Health Technology and Informatics] -- MEDINFO 2007: Proceedings of the 12th World Congress on Health (Medical) Informatics -- Building Sustainable Health Systems; 2007 Aug 20-24; Brisbane, Australia;129(Part I):817-21. IOS Press.

Abstract | pub2007038.pdf | PMID: 17911830

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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

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

Abstract | pub2007034.pdf | PMID: 17911809

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Aronson AR, Bodenreider O, Demner-Fushman D, Fung KW, Lee VK, Mork JG, Névéol A, Peters L, Rogers WJ. From indexing the biomedical literature to coding clinical text: experience with MTI and machine learning approaches. Proc 2007 Workshop BioNL'07, June 2007, pp. 105-112, Prague, Czech Republic.

Abstract | pub2007040.pdf

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Fiszman M, Demner-Fushman D, Lang FM, Goetz P, Rindflesch TC. Interpreting Comparative Constructons in Biomedical Text Proc 2007 Workshop BioNL'07, June 2007, pp. 137-144, Prague, Czech Republic

Abstract | pub2007037.pdf

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Logan RA. Clinical, Classroom or Personal Education: Attitudes About Health Literacy J Med Libr Assoc. 2007 Apr;95(2):127-37, e48

Abstract | pub2007029.pdf

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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

Abstract | pub2007079.pdf | PMID: 17478414 | PMCID: PMC1874513

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Tolentino HD, Matters MD, Walop W, Law B, Tong W, Liu F, Fontelo P, Kohl K, Payne DC. A UMLS-based Spell Checker for Natural Language Processing in Vaccine Safety. BMC Med Inform Decis Mak. 2007 Feb 12;7:3. DOI: 10.1186/1472-6947-7-3.

Abstract | PMID: 17295907 | PMCID: PMC1805499

Abstract

Ahlers C, Fiszman M, Demner-Fushman D, Lang F, Rindflesch TC. Extracting Semantic Predications from MEDLINE Citations for Pharmacogenomics Pacific Symposium on Biocomputing 2007 12:209-220

Abstract | pub2007002.pdf | PMID: 17990493

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Névéol A, Shooshan SE, Humphrey SM, Rindflesch TC, Aronson AR. Multiple approaches to fine-grained indexing of the biomedical literature. Pac Symp Biocomput. 2007:292-303.

Abstract | pub2007003.pdf | PMID: 17990500 | URL: http://psb.stanford.edu/psb-online/proceedings/psb07/abstracts/2007_p292.html

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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

Abstract | pub2006067.pdf

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Logan RA, Shin JH, Park J. Prevailing Impressions of Social Actors in Korean News Coverage of a Public Health Crisis Science Communication. 25:4:399-418 (June 2004)

Abstract | pub2004074.pdf

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Divita G, Browne AC, Loanne R. dTagger: A POS Tagger AMIA Annu Symp Proc. 2006:200-3

Abstract | pub2006041.pdf | PMID: 17238331 | PMCID: PMC1839340

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Golbreich C, Zhang S, Bodenreider O. The Foundational Model of Anatomy in OWL: Experience and Perspectives Web Semant. 2006;4(3):181-195

Abstract | pub2006025.pdf | PMID: 18360535 | PMCID: PMC2270940

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He Y, Kayaalp M. Interpretation of Data and Identification of Information are Sine Qua Non for Modern Digital Information Services AMIA Annu Symp Proc. 2006:946

Abstract | pub2006024.pdf | PMID: 17238565 | PMCID: PMC1839285

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Rosemblat G, Tse T. User Study of a Spanish-language ClinicalTrials.gov Prototype System AMIA Annu Symp Proc. 2006:659-63

Abstract | pub2006040.pdf | PMID: 17238423 | PMCID: PMC1839723

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Ruch P, Tbahriti I, Bobeill J, Aronson AR. Argumentative Feedback: A Linguistically-motivated Term Expansion for Information Retrieval Proc COLING/ACL 2006, 675-82

Abstract | pub2006071.pdf

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Sneiderman C, Demner-Fushman D, Fiszman M, Rosemblat G, Lang FM, Norwood D, Rindflesch TC. Semantic Processing to Enhance Retrieval of Diagnosis Citations from Medline AMIA Annu Symp Proc. 2006:1104

Abstract | pub2006039.pdf | PMID: 17238723 | PMCID: PMC1839324

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Vizenor L, Bodenreider O. Using Dependence Relations in MeSH as a Framework for the Analysis of Disease Information in Medline Proc SMBM-2006, 2006:76-83

Abstract | pub2006021.pdf

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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

Abstract | pub2005050.pdf | PMID: 16125448

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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

Abstract | pub2006029.pdf

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Aronson AR. API: Semantic Knowledge Representation

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Lin J, Demner-Fushman D. The Role of Knowledge in Conceptual Retrieval: A Study in the Domain of Clinical Medicine Proc SIGIR 2006, pages 99-106, August 2006, Seattle, Washington

Abstract | pub2006030.pdf

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Demner-Fushman D, Lin J. Answer Extraction, Semantic Clustering, and Extractive Summarization for Clinical Question Answering Proc COLING/ACL 2006. July 2006, Sydney, Australia

Abstract | pub2006031.pdf

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Demner-Fushman D, Lin J. Situated Question Answering in the Clinical Domain: Selecting the Best Drug Treatment for Diseases Proc COLING/ACL 2006 Workshop on Task-Focused Summarization and Question Answering, July 2006, Sydney, Australia

Abstract | pub2006032.pdf

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Rosemblat G, Graham L. Cross-Language Search in a Monolingual Health Information System: Flexible Designs and Lexical Processes Proc ISKO, pages 173-182, Vienna, Austria, July 2006.

Abstract | pub2006015.pdf

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Rosemblat G, Graham L. A Pragmatic Approach to Summary Extraction in Clinical Trials Proc HLT-NAACL 06, pages 124-125, New York City, June 2006

Abstract | pub2006012.pdf

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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.

Abstract | pub2006023.pdf | PMID: 16144698 | PMCID: PMC1784072

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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.

Abstract | pub2006073.pdf | PMID: 16762065 | PMCID: PMC1564420

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Hristovski D, Friedman C, Rindflesch TC. Exploiting Semantic Relations for Literature-Based Discovery AMIA Annu Symp Proc. 2006:349-53

Abstract | pub2006074.pdf | PMID: 17238361 | PMCID: PMC1839258

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Fiszman M, Rindflesch TC, Kilicoglu H. Summarizing Drug Information in Medline Citations AMIA Annu Symp Proc. 2006; 254-8

Abstract | pub2006076.pdf | PMID: 17238342 | PMCID: PMC1839479

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Humphrey SM, Lu C, Rogers W, Browne AC. Journal descriptor indexing tool for categorizing text according to discipline or semantic type. AMIA Annu Symp Proc. 2006:960.

Abstract | pub2006079.pdf | PMID: 17238579 | PMCID: PMC1839325

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Humphrey SM, Rogers W, Kilicoglu H, Demner-Fushman D, Rindflesch TC. Word sense disambiguation by selecting the best semantic type based on journal descriptor indexing: preliminary experiment. J Am Soc Inf Sci Technol. January 2006;57(1):96-113.

Abstract | PMID: 19890434 | PMCID: PMC2771948

Abstract

Névéol A, Zeng K, Bodenreider O. Besides precision & recall: exploring alternative approaches to evaluating an automatic indexing tool for MEDLINE. AMIA Annu Symp Proc. 2006:589-93.

Abstract | pub2006057.pdf | PMID: 17238409 | PMCID: PMC1839480

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Aronson AR, Demner-Fushman D, Humphrey SM, Lin J, Liu H, Ruch P, Ruiz ME, Smith LH, Tanabe LK, Wilbur WJ. Fusion of Knowledge-intensive and Statistical Approaches for Retrieving and Annotating Textual Genomics Documents Proc TREC 2005, 36-45

Abstract | pub2005072.pdf

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Bernhardt PJ, Humphrey SM, Rindflesch TC. Determining Prominent Subdomains in Medicine. AMIA Annu Symp Proc. 2005:46-50.

Abstract | pub2005052.pdf | PMID: 16778999 | PMCID: PMC1560510

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Gay CW, Kayaalp M, Aronson AR. Semi-Automatic Indexing of Full Text Biomedical Articles AMIA Annu Symp Proc. 2005:271-5

Abstract | pub2005074.pdf | PMID: 16779044 | PMCID: PMC1560666

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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.

Abstract | pub2005049.pdf

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Smith LH, Rindflesch TC, Wilbur WJ. The Importance of the Lexicon in Tagging Biological Text Natural Language Engineering 2005.

Abstract | pub2005051.pdf

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Sneiderman C, Demner-Fushman D, Fiszman M, Rindflesch TC. Semantic Characteristics of MEDLINE Citations Useful for Therapeutic Decision-making AMIA Annu Symp Proc. 2005:1117.

Abstract | pub2005048.pdf | PMID: 16779404 | PMCID: PMC1560453

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Smith L, Rindflesch TC, Wilbure WJ. MedTag: A Collection of Biomedical Annotations Bioinformatics. 2004 Sep 22;20(14):2320-1.

Abstract | pub2005056.pdf

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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

Abstract | pub2005053.pdf | PMID: 15897005

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Hristovski D, Peterlin B, Mitchell JA, Humphrey SM. Using literature-based discovery to identify disease candidate genes. Int J Med Inform. March 2005;74(2-4):289-98.

Abstract | PMID: 15694635

Abstract

Névéol A, Mork JG, Aronson AR, Darmoni SJ. Evaluation of French and English MeSH indexing systems with a parallel corpus. AMIA Annu Symp Proc. 2005:565-9.

Abstract | pub2005073.pdf | PMID: 16779103 | PMCID: PMC1560460

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Rindflesch TC, Pakhomov SV, Fiszman M, Kilicoglu H, Sanchez VR. Medical facts to support inferencing in natural language processing. AMIA Annu Symp Proc. 2005:634-8.

Abstract | pub2005054.pdf | PMID: 16779117 | PMCID: PMC1560850

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Smith L, Rindflesch TC, Wilbure WJ. MedPost: A Part of Speech Tagger for BioMedical Text Bioinformatics. 2004 Sep 22;20(14):2320-1. Epub 2004 Apr 8

Abstract | pub2005055.pdf | PMID: 15073016

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Lynch P, Luan X, Prettyman M, Mericle L, Borkmann E, Schlaifer J. An evaluation of new and old similarity ranking algorithms. Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC’04). 2004;2:148.

Abstract | pub2004-079.pdf

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Kayaalp M. Bayesian Methods for Diagnosing Physiological Conditions of Human Subjects from Multivariate Time Series Biosensor Data Physiological Data Modeling Contest, the Twenty-First International Conference on Machine Learning (ICML), 2004 July.

Abstract | pub2004022.pdf

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Aronson AR, Demner-Fushman D, Humphrey SM, Ide NC, Kim W, Liu H, Loane RF, Mork JG, Smith LH, Tanabe LK, Wilbur WJ, Xie N. Knowledge-intensive and statistical approaches to the retrieval and annotation of genomics MEDLINE citations. The Thirteenth Text Retrieval Conference (TREC 2004). 2004:503-11.

Abstract | pub2004-076.pdf

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Logan RA, Park J, Shin JH. How Two Korean Newspapers Covered a Public Health Crisis Science Communication. 25:4:365-389 (June 2004)

Abstract | pub2004073.pdf

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Zhang S, Mork P, Bodenreider O. Lessons Learned from Aligning two Representations of Anatomy Proc of the First International Workshop on Formal Biomedical Knowledge Representation (KR-MED 2004); 2004. p. 102-108.

Abstract | pub2004070.pdf

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Aronson AR, Mork JG, Gay CW, Humphrey SM, Rogers W. The NLM Indexing Initiative's Medical Text Indexer. Stud Health Technol Inform. 2004;107(Pt 1):268-72.

Abstract | pub2004-077.pdf | PMID: 15360816

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Leroy G, Rindflesch TC, Libbus B, Kilicoglu H, Chen H. A Syntactic Parser with Semantic Filtering for Biomedical Text. Proceedings of Pacific Symposium on Biocomputing.

Abstract

Browne AC, Divita Guy, Aronson AR, McCray AT. Language and Vocabulary Tools AMIA Annu Symp Proc. 2003:798.

Abstract | pub2003051.pdf | PMID: 14728303 | PMCID: PMC1480270

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Fiszman M, Rindflesch TC, Kilicoglu H. Interpreting Hypernymic Propositions in an Online Medical Encyclopedia AMIA Annu Symp Proc. 2003:840.

Abstract | pub2003056.pdf | PMID: 14728345 | PMCID: PMC1480056

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Kashyap V. The UMLS Semantic Network and the Semantic Web. AMIA Annu Symp Proc. 2003:351-5.

Abstract | pub2003061.pdf | PMID: 14728193 | PMCID: PMC1480032

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Mitchell JA, Aronson AR, Mork JG, Folk LC, Humphrey SM, Ward JM. Gene Indexing: Characterization and Analysis of NLM's GeneRIFs. AMIA Annu Symp Proc. 2003:460-4.

Abstract | pub2003058.pdf | PMID: 14728215 | PMCID: PMC1480312

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Rindflesch TC, Libbus B, Hristovski D, Aronson AR, Kilicoglu H. Semantic Relations Asserting the Etiology of Genetic Diseases AMIA Annu Symp Proc. 2003:554-8.

Abstract | pub2003060.pdf | PMID: 14728234 | PMCID: PMC1480275

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Humphrey S, Rindflesch TC, Aronson AR. Automatic Journal Descriptor Indexing Extended to Indexing by UMLS Semantic Type Using the Cosine Document Similarity Measure. Proc. of the 11th SIG/CR Classification Research Workshop. 2000;103-16.

Abstract | pub2000056.pdf

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Mao S, Kanungo T. Stochastic Language Models for Automatic Acquisition of Lexicons from Printed Bilingual Dictionaries Document Layout Interpretation and Its Application. 2001.

Abstract | pub2001002.pdf

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McCray AT, Browne AC, Bodenreider O. The Lexical Properties of the Gene Ontology (GO) Proc AMIA Symp. 2002;:504-8.

Abstract | pub2002030.pdf | PMID: 12463875 | PMCID: PMC2244431

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Rindflesch TC, Rajan J, Hunter L. Extracting Molecular Binding Relationships from Biomedical Text Proc. of the 6th Applied Natural Language Processing Conference. 2000;: 188-95.

Abstract | pub2000016.pdf

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Hristovski D, Peterlin B, Mitchell JA, Humphrey SM. Improving literature based discovery support by genetic knowledge integration. Stud Health Technol Inform. 2003;95:68-73.

Abstract | PMID: 14663965

Abstract

Kayaalp M, Aronson AR, Humphrey SM, Ide NC, Tanabe LK, Smith LH, Demner-Fushman D, Loane RF, Mork JG, Bodenreider O. Methods for accurate retrieval of MEDLINE citations in functional genomics. The Twelfth Text Retrieval Conference (TREC 2003). 2003:441-50.

Abstract | pub2003-077.pdf | URL: http://trec.nist.gov/pubs/trec12/t12_proceedings.html

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Weeber M, Mork JG, Aronson AR. Developing a Test Collection for Biomedical Word Sense Disambiguation Proc AMIA Symp. 2001:746-50.

Abstract | pub2001054.pdf | PMID: 11825285 | PMCID: PMC2243574

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Hole WT, Srinivasan S. Discovering Missed Synonymy in a Large Concept-Orientated Methathesaurus AMIA Annu Symp Proc. 2000;():354-8.

Abstract | pub2000043.pdf | PMID: 11079904

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Rindflesch TC, Bean CA, Sneiderman CA. Argument Identification for Arterial Branching Predications Asserted in Cardiac Catheterization Reports Proc AMIA Symp. 2000:704-8.

Abstract | pub2000018.pdf | PMID: 11079975 | PMCID: PMC2243725

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Weeber M, Klein H, Aronson AR, Mork JG, de Jong-van den Berg LT, Vos R. Text-Based Discovery in Biomedicine: The Architecture of the DAD-System AMIA Annu Symp Proc. 2000 ;():903-7.

Abstract | pub2000061.pdf | PMID: 11080015 | PMCID: PMC2243779

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Rindflesch TC, Tanabe L, Weinstein JN, Hunter L. EDGAR: extraction of drugs, genes and relations from the biomedical literature. Pac Symp Biocomput. 2000:517-28.

Abstract | pub2000017.pdf | PMID: 10902199 | PMCID: PMC2709525

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Aronson AR, Bodenreider O, Chang HF, Humphrey SM, Mork JG, Nelson SJ, Rindflesch TC, Wilbur WJ. The NLM Indexing Initiative. Proc AMIA Symp. 2000:17-21.

Abstract | pub2000033.pdf | PMID: 11079836 | PMCID: PMC2243970

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Weeber M, Vos R. Extracting the Lowest-Frequency Words: Pitfalls and Possibilities Computational Linguistics. 2000;26(3):301-17.

Abstract | pub2000060.pdf

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