Hua Xu, Ph.D. - Publications

Affiliations: 
Columbia University, New York, NY 
Area:
natural language processing, sublanguage

21 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Vashisht R, Jung K, Schuler A, Banda JM, Park RW, Jin S, Li L, Dudley JT, Johnson KW, Shervey MM, Xu H, Wu Y, Natrajan K, Hripcsak G, Jin P, et al. Association of Hemoglobin A1c Levels With Use of Sulfonylureas, Dipeptidyl Peptidase 4 Inhibitors, and Thiazolidinediones in Patients With Type 2 Diabetes Treated With Metformin: Analysis From the Observational Health Data Sciences and Informatics Initiative. Jama Network Open. 1: e181755. PMID 30646124 DOI: 10.1001/jamanetworkopen.2018.1755  0.56
2017 Duke JD, Ryan PB, Suchard MA, Hripcsak G, Jin P, Reich C, Schwalm MS, Khoma Y, Wu Y, Xu H, Shah NH, Banda JM, J Schuemie M. Risk of angioedema associated with levetiracetam compared with phenytoin: Findings of the observational health data sciences and informatics research network. Epilepsia. PMID 28681416 DOI: 10.1111/epi.13828  0.56
2016 Zhang Y, Wu HY, Du J, Xu J, Wang J, Tao C, Li L, Xu H. Extracting drug-enzyme relation from literature as evidence for drug drug interaction. Journal of Biomedical Semantics. 7: 11. PMID 26955465 DOI: 10.1186/s13326-016-0052-6  1
2015 Zhang Y, Franzini L, Chan W, Xu H, Du XL. Effects of Health Insurance on Tumor Stage, Treatment, and Survival in Large Cohorts of Patients with Breast and Colorectal Cancer. Journal of Health Care For the Poor and Underserved. 26: 1336-58. PMID 26548682 DOI: 10.1353/hpu.2015.0119  1
2015 Chen Y, Sun J, Huang LC, Xu H, Zhao Z. Classification of Cancer Primary Sites Using Machine Learning and Somatic Mutations. Biomed Research International. 2015: 491502. PMID 26539502 DOI: 10.1155/2015/491502  1
2015 Chen Y, Lasko TA, Mei Q, Denny JC, Xu H. A study of active learning methods for named entity recognition in clinical text. Journal of Biomedical Informatics. PMID 26385377 DOI: 10.1016/j.jbi.2015.09.010  1
2015 Xu H, Aldrich MC, Chen Q, Liu H, Peterson NB, Dai Q, Levy M, Shah A, Han X, Ruan X, Jiang M, Li Y, Julien JS, Warner J, Friedman C, et al. Validating drug repurposing signals using electronic health records: a case study of metformin associated with reduced cancer mortality. Journal of the American Medical Informatics Association : Jamia. 22: 179-91. PMID 25053577 DOI: 10.1136/amiajnl-2014-002649  1
2012 Xu H, Stetson PD, Friedman C. Combining corpus-derived sense profiles with estimated frequency information to disambiguate clinical abbreviations. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 2012: 1004-13. PMID 23304376  1
2012 Xu H, Wu Y, Elhadad N, Stetson PD, Friedman C. A new clustering method for detecting rare senses of abbreviations in clinical notes. Journal of Biomedical Informatics. 45: 1075-83. PMID 22742938 DOI: 10.1016/j.jbi.2012.06.003  1
2009 Xu H, Stetson PD, Friedman C. Methods for building sense inventories of abbreviations in clinical notes. Journal of the American Medical Informatics Association : Jamia. 16: 103-8. PMID 18952935 DOI: 10.1197/jamia.M2927  1
2008 Xu H, Stetson PD, Friedman C. Methods for building sense inventories of abbreviations in clinical notes. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 819. PMID 18999007  1
2008 Chen ES, Hripcsak G, Xu H, Markatou M, Friedman C. Automated acquisition of disease drug knowledge from biomedical and clinical documents: an initial study. Journal of the American Medical Informatics Association : Jamia. 15: 87-98. PMID 17947625 DOI: 10.1197/jamia.M2401  1
2007 Xu H, Stetson PD, Friedman C. A study of abbreviations in clinical notes. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 821-5. PMID 18693951  1
2007 Fan JW, Xu H, Friedman C. Using distributional analysis to semantically classify UMLS concepts. Studies in Health Technology and Informatics. 129: 519-23. PMID 17911771  1
2007 Fan JW, Xu H, Friedman C. Using contextual and lexical features to restructure and validate the classification of biomedical concepts. Bmc Bioinformatics. 8: 264. PMID 17650333 DOI: 10.1186/1471-2105-8-264  1
2007 Xu H, Fan JW, Hripcsak G, Mendonça EA, Markatou M, Friedman C. Gene symbol disambiguation using knowledge-based profiles. Bioinformatics (Oxford, England). 23: 1015-22. PMID 17314123 DOI: 10.1093/bioinformatics/btm056  1
2007 Tulipano PK, Tao Y, Millar WS, Zanzonico P, Kolbert K, Xu H, Yu H, Chen L, Lussier YA, Friedman C. Natural language processing and visualization in the molecular imaging domain. Journal of Biomedical Informatics. 40: 270-81. PMID 17084109 DOI: 10.1016/j.jbi.2006.08.002  1
2006 Xu H, Krupke D, Blake J, Friedman C. A natural language processing (NLP) tool to assist in the curation of the laboratory Mouse Tumor Biology Database. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 1150. PMID 17238769  1
2006 Xu H, Markatou M, Dimova R, Liu H, Friedman C. Machine learning and word sense disambiguation in the biomedical domain: design and evaluation issues. Bmc Bioinformatics. 7: 334. PMID 16822321 DOI: 10.1186/1471-2105-7-334  1
2004 Xu H, Anderson K, Grann VR, Friedman C. Facilitating cancer research using natural language processing of pathology reports. Studies in Health Technology and Informatics. 107: 565-72. PMID 15360876 DOI: 10.3233/978-1-60750-949-3-565  1
2003 Xu H, Friedman C. Facilitating research in pathology using natural language processing. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 1057. PMID 14728560  1
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