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Noemie Elhadad, Ph.D. - Publications

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

22 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
2016 Mowery DL, South BR, Christensen L, Leng J, Peltonen LM, Salanterä S, Suominen H, Martinez D, Velupillai S, Elhadad N, Savova G, Pradhan S, Chapman WW. Normalizing acronyms and abbreviations to aid patient understanding of clinical texts: ShARe/CLEF eHealth Challenge 2013, Task 2. Journal of Biomedical Semantics. 7: 43. PMID 27370271 DOI: 10.1186/s13326-016-0084-y  0.8
2016 Mamykina L, Levine ME, Davidson PG, Smaldone AM, Elhadad N, Albers DJ. Data-driven health management: reasoning about personally generated data in diabetes with information technologies. Journal of the American Medical Informatics Association : Jamia. PMID 26984049 DOI: 10.1093/jamia/ocv187  0.8
2016 Zhang S, Kang T, Zhang X, Wen D, Elhadad N, Lei J. Speculation Detection for Chinese Clinical Notes: Impacts of Word Segmentation and Embedding Models. Journal of Biomedical Informatics. PMID 26923634 DOI: 10.1016/j.jbi.2016.02.011  0.8
2015 Pivovarov R, Perotte AJ, Grave E, Angiolillo J, Wiggins CH, Elhadad N. Learning Probabilistic Phenotypes from Heterogeneous EHR Data. Journal of Biomedical Informatics. PMID 26464024 DOI: 10.1016/j.jbi.2015.10.001  0.8
2015 Perotte A, Ranganath R, Hirsch JS, Blei D, Elhadad N. Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis. Journal of the American Medical Informatics Association : Jamia. 22: 872-80. PMID 25896647 DOI: 10.1093/jamia/ocv024  0.8
2015 Hirsch JS, Tanenbaum JS, Lipsky Gorman S, Liu C, Schmitz E, Hashorva D, Ervits A, Vawdrey D, Sturm M, Elhadad N. HARVEST, a longitudinal patient record summarizer. Journal of the American Medical Informatics Association : Jamia. 22: 263-74. PMID 25352564 DOI: 10.1136/amiajnl-2014-002945  0.8
2015 Pradhan S, Elhadad N, South BR, Martinez D, Christensen L, Vogel A, Suominen H, Chapman WW, Savova G. Evaluating the state of the art in disorder recognition and normalization of the clinical narrative. Journal of the American Medical Informatics Association : Jamia. 22: 143-54. PMID 25147248 DOI: 10.1136/amiajnl-2013-002544  0.8
2014 Albers DJ, Elhadad N, Tabak E, Perotte A, Hripcsak G. Dynamical phenotyping: using temporal analysis of clinically collected physiologic data to stratify populations. Plos One. 9: e96443. PMID 24933368 DOI: 10.1371/journal.pone.0096443  0.8
2014 Pivovarov R, Albers DJ, Hripcsak G, Sepulveda JL, Elhadad N. Temporal trends of hemoglobin A1c testing. Journal of the American Medical Informatics Association : Jamia. 21: 1038-44. PMID 24928176 DOI: 10.1136/amiajnl-2013-002592  0.8
2014 Pivovarov R, Albers DJ, Sepulveda JL, Elhadad N. Identifying and mitigating biases in EHR laboratory tests. Journal of Biomedical Informatics. 51: 24-34. PMID 24727481 DOI: 10.1016/j.jbi.2014.03.016  0.8
2014 Perotte A, Pivovarov R, Natarajan K, Weiskopf N, Wood F, Elhadad N. Diagnosis code assignment: models and evaluation metrics. Journal of the American Medical Informatics Association : Jamia. 21: 231-7. PMID 24296907 DOI: 10.1136/amiajnl-2013-002159  0.8
2014 Shivade C, Raghavan P, Fosler-Lussier E, Embi PJ, Elhadad N, Johnson SB, Lai AM. A review of approaches to identifying patient phenotype cohorts using electronic health records. Journal of the American Medical Informatics Association : Jamia. 21: 221-30. PMID 24201027 DOI: 10.1136/amiajnl-2013-001935  0.8
2013 Kleinberg S, Elhadad N. Lessons learned in replicating data-driven experiments in multiple medical systems and patient populations. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 2013: 786-95. PMID 24551375  0.8
2013 Yoon S, Elhadad N, Bakken S. A practical approach for content mining of Tweets. American Journal of Preventive Medicine. 45: 122-9. PMID 23790998 DOI: 10.1016/j.amepre.2013.02.025  0.8
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  0.8
2010 Natarajan K, Stein D, Jain S, Elhadad N. An analysis of clinical queries in an electronic health record search utility. International Journal of Medical Informatics. 79: 515-22. PMID 20418155 DOI: 10.1016/j.ijmedinf.2010.03.004  0.8
2008 Van Vleck TT, Wilcox A, Stetson PD, Johnson SB, Elhadad N. Content and structure of clinical problem lists: a corpus analysis. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 753-7. PMID 18999284  0.8
2008 Wang X, Chused A, Elhadad N, Friedman C, Markatou M. Automated knowledge acquisition from clinical narrative reports. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 783-7. PMID 18999156  0.8
2008 Gold S, Elhadad N, Zhu X, Cimino JJ, Hripcsak G. Extracting structured medication event information from discharge summaries. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 237-41. PMID 18999147  0.8
2008 McCormick PJ, Elhadad N, Stetson PD. Use of semantic features to classify patient smoking status. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 450-4. PMID 18998969  0.8
2005 Elhadad N, McKeown K, Kaufman D, Jordan D. Facilitating physicians' access to information via tailored text summarization. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 226-30. PMID 16779035  0.8
2005 Elhadad N, Kan MY, Klavans JL, McKeown KR. Customization in a unified framework for summarizing medical literature. Artificial Intelligence in Medicine. 33: 179-98. PMID 15811784 DOI: 10.1016/j.artmed.2004.07.018  0.8
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