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Noémie Elhadad, Ph.D. - Publications

Affiliations: 
Columbia University, New York, NY 
Area:
natural language processing
Website:
https://people.dbmi.columbia.edu/noemie
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57 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
2024 Elhussein A, Baymuradov U, Elhadad N, Natarajan K, Gürsoy G. A framework for sharing of clinical and genetic data for precision medicine applications. Nature Medicine. PMID 39227443 DOI: 10.1038/s41591-024-03239-5  0.518
2024 Zhang L, Richter LR, Wang Y, Ostropolets A, Elhadad N, Blei DM, Hripcsak G. Causal fairness assessment of treatment allocation with electronic health records. Journal of Biomedical Informatics. 155: 104656. PMID 38782170 DOI: 10.1016/j.jbi.2024.104656  0.584
2024 Adams G, Fabbri AR, Ladhak F, McKeown K, Elhadad N. Generating EDU Extracts for Plan-Guided Summary Re-Ranking. Proceedings of the Conference. Association For Computational Linguistics. Meeting. 2023: 2680-2697. PMID 38770277 DOI: 10.18653/v1/2023.acl-long.151  0.574
2024 Bear Don't Walk Iv OJ, Pichon A, Nieva HR, Sun T, Altosaar J, Natarajan K, Perotte A, Tarczy-Hornoch P, Demner-Fushman D, Elhadad N. Auditing Learned Associations in Deep Learning Approaches to Extract Race and Ethnicity from Clinical Text. Amia ... Annual Symposium Proceedings. Amia Symposium. 2023: 289-298. PMID 38222422  0.761
2023 Sun TY, Hardin J, Nieva HR, Natarajan K, Cheng RF, Ryan P, Elhadad N. Large-scale characterization of gender differences in diagnosis prevalence and time to diagnosis. Medrxiv : the Preprint Server For Health Sciences. PMID 37873224 DOI: 10.1101/2023.10.12.23296976  0.473
2023 Sun TY, Bhave SA, Altosaar J, Elhadad N. Assessing Phenotype Definitions for Algorithmic Fairness. Amia ... Annual Symposium Proceedings. Amia Symposium. 2022: 1032-1041. PMID 37128361  0.761
2023 Keloth VK, Banda JM, Gurley M, Heider PM, Kennedy G, Liu H, Liu F, Miller T, Natarajan K, V Patterson O, Peng Y, Raja K, Reeves RM, Rouhizadeh M, Shi J, ... ... Elhadad N, et al. Representing and Utilizing Clinical Textual Data for Real World Studies: An OHDSI Approach. Journal of Biomedical Informatics. 104343. PMID 36935011 DOI: 10.1016/j.jbi.2023.104343  0.572
2022 Cho S, Ensari I, Elhadad N, Weng C, Radin JM, Bent B, Desai P, Natarajan K. An interactive fitness-for-use data completeness tool to assess activity tracker data. Journal of the American Medical Informatics Association : Jamia. PMID 36173371 DOI: 10.1093/jamia/ocac166  0.468
2021 Rodriguez VA, Bhave S, Chen R, Pang C, Hripcsak G, Sengupta S, Elhadad N, Green R, Adelman J, Metitiri KS, Elias P, Groves H, Mohan S, Natarajan K, Perotte A. Development and validation of prediction models for mechanical ventilation, renal replacement therapy, and readmission in COVID-19 patients. Journal of the American Medical Informatics Association : Jamia. PMID 33706377 DOI: 10.1093/jamia/ocab029  0.465
2020 Bantum E, Elhadad N, Owen JE, Zhang S, Golant M, Buzaglo J, Stephen J, Giese-Davis J. Correction to: Machine Learning for Identifying Emotional Expression in Text: Improving the Accuracy of Established Methods. Journal of Technology in Behavioral Science. 5: 416. PMID 33778157 DOI: 10.1007/s41347-020-00170-7  0.687
2020 Bitton Y, Cohen R, Schifter T, Bachmat E, Elhadad M, Elhadad N. Cross-lingual Unified Medical Language System entity linking in online health communities. Journal of the American Medical Informatics Association : Jamia. PMID 32910823 DOI: 10.1093/Jamia/Ocaa150  0.361
2020 Jani KH, Jones KA, Jones GW, Amiel J, Barron B, Elhadad N. Machine Learning to Extract Communication and History-taking Skills in OSCE Transcripts. Medical Education. PMID 32776345 DOI: 10.1111/Medu.14347  0.356
2020 Feller DJ, Bear Don't Walk Iv OJ, Zucker J, Yin MT, Gordon P, Elhadad N. Detecting Social and Behavioral Determinants of Health with Structured and Free-Text Clinical Data. Applied Clinical Informatics. 11: 172-181. PMID 32131117 DOI: 10.1055/S-0040-1702214  0.343
2020 Feller DJ, Lor M, Zucker J, Yin MT, Olender S, Ferris DC, Elhadad N, Mamykina L. An investigation of the information technology needs associated with delivering chronic disease care to large clinical populations. International Journal of Medical Informatics. 137: 104099. PMID 32088558 DOI: 10.1016/J.Ijmedinf.2020.104099  0.327
2018 Levy-Fix G, Gorman SL, Sepulveda JL, Elhadad N. When to re-order laboratory tests? Learning laboratory test shelf-life. Journal of Biomedical Informatics. PMID 30036675 DOI: 10.1016/J.Jbi.2018.07.019  0.315
2018 Park S, Megjhani M, Frey HP, Grave E, Wiggins C, Terilli KL, Roh DJ, Velazquez A, Agarwal S, Connolly ES, Schmidt JM, Claassen J, Elhadad N. Predicting delayed cerebral ischemia after subarachnoid hemorrhage using physiological time series data. Journal of Clinical Monitoring and Computing. PMID 29556884 DOI: 10.1007/S10877-018-0132-5  0.315
2018 Albers DJ, Elhadad N, Claassen J, Perotte R, Goldstein A, Hripcsak G. Estimating summary statistics for electronic health record laboratory data for use in high-throughput phenotyping algorithms. Journal of Biomedical Informatics. 78: 87-101. PMID 29369797 DOI: 10.1016/J.Jbi.2018.01.004  0.394
2017 Bantum EO, Elhadad N, Owen JE, Zhang S, Golant M, Buzaglo J, Stephen J, Giese-Davis J. Machine Learning for Identifying Emotional Expression in Text: Improving the Accuracy of Established Methods. Journal of Technology in Behavioral Science. 2: 21-27. PMID 32885036 DOI: 10.1007/s41347-017-0015-5  0.693
2017 Feller DJ, Zucker J, Yin MT, Gordon P, Elhadad N. Using Clinical Notes and Natural Language Processing for Automated HIV Risk Assessment. Journal of Acquired Immune Deficiency Syndromes (1999). PMID 29084046 DOI: 10.1097/Qai.0000000000001580  0.311
2017 Zhang S, Qiu L, Chen F, Zhang W, Yu Y, Elhadad N. "We make choices we think are going to save us": Debate and stance identification for online breast cancer CAM discussions. Proceedings of the ... International World-Wide Web Conference. International Www Conference. 2017: 1073-1081. PMID 28967000 DOI: 10.1145/3041021.3055134  0.712
2017 Zhang S, Kang T, Qiu L, Zhang W, Yu Y, Elhadad N. Cataloguing Treatments Discussed and Used in Online Autism Communities. Proceedings of the ... International World-Wide Web Conference. International Www Conference. 2017: 123-131. PMID 28736777 DOI: 10.1145/3038912.3052661  0.725
2017 Kang T, Zhang S, Tang Y, Hruby GW, Rusanov A, Elhadad N, Weng C. EliIE: An open-source information extraction system for clinical trial eligibility criteria. Journal of the American Medical Informatics Association : Jamia. PMID 28379377 DOI: 10.1093/Jamia/Ocx019  0.726
2017 Zhang S, Grave E, Sklar E, Elhadad N. Longitudinal Analysis of Discussion Topics in an Online Breast Cancer Community using Convolutional Neural Networks. Journal of Biomedical Informatics. PMID 28323113 DOI: 10.1016/J.Jbi.2017.03.012  0.745
2016 Zhang S, Elhadad N. Factors Contributing to Dropping-out in an Online Health Community: Static and Longitudinal Analyses. Amia ... Annual Symposium Proceedings. Amia Symposium. 2016: 2090-2099. PMID 28269969  0.728
2016 Pivovarov R, Coppleson YJ, Gorman SL, Vawdrey DK, Elhadad N. Can Patient Record Summarization Support Quality Metric Abstraction? Amia ... Annual Symposium Proceedings. Amia Symposium. 2016: 1020-1029. PMID 28269899  0.783
2016 Demner-Fushman D, Elhadad N. Aspiring to Unintended Consequences of Natural Language Processing: A Review of Recent Developments in Clinical and Consumer-Generated Text Processing. Yearbook of Medical Informatics. 224-233. PMID 27830255 DOI: 10.15265/Iy-2016-017  0.325
2016 Zhang Y, Willis E, Paul MJ, Elhadad N, Wallace BC. Characterizing the (Perceived) Newsworthiness of Health Science Articles: A Data-Driven Approach. Jmir Medical Informatics. 4: e27. PMID 27658571 DOI: 10.2196/Medinform.5353  0.353
2016 Zhang S, O'Carroll Bantum E, Owen J, Bakken S, Elhadad N. Online cancer communities as informatics intervention for social support: conceptualization, characterization, and impact. Journal of the American Medical Informatics Association : Jamia. PMID 27402140 DOI: 10.1093/Jamia/Ocw093  0.731
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  0.367
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  0.721
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  0.785
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  0.617
2015 Pivovarov R, Elhadad N. Automated methods for the summarization of electronic health records. Journal of the American Medical Informatics Association : Jamia. 22: 938-47. PMID 25882031 DOI: 10.1093/Jamia/Ocv032  0.796
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  0.34
2014 Hagar Y, Albers D, Pivovarov R, Chase H, Dukic V, Elhadad N. Survival Analysis with Electronic Health Record Data: Experiments with Chronic Kidney Disease. Statistical Analysis and Data Mining. 7: 385-403. PMID 33981381 DOI: 10.1002/sam.11236  0.782
2014 Zhang S, Bantum E, Owen J, Elhadad N. Does sustained participation in an online health community affect sentiment? Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 2014: 1970-9. PMID 25954470  0.725
2014 Elhadad N, Zhang S, Driscoll P, Brody S. Characterizing the sublanguage of online breast cancer forums for medications, symptoms, and emotions. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 2014: 516-25. PMID 25954356  0.746
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  0.316
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  0.762
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  0.776
2014 Cohen R, Aviram I, Elhadad M, Elhadad N. Redundancy-aware topic modeling for patient record notes. Plos One. 9: e87555. PMID 24551060 DOI: 10.1371/Journal.Pone.0087555  0.435
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  0.767
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  0.392
2014 Hagar Y, Albers D, Pivovarov R, Chase H, Dukic V, Elhadad N. Survival analysis with electronic health record data: Experiments with chronic kidney disease Statistical Analysis and Data Mining. 7: 385-403. DOI: 10.1002/Sam.11236  0.388
2013 Zhang S, Elhadad N. Unsupervised biomedical named entity recognition: experiments with clinical and biological texts. Journal of Biomedical Informatics. 46: 1088-98. PMID 23954592 DOI: 10.1016/J.Jbi.2013.08.004  0.742
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  0.39
2013 Cohen R, Elhadad M, Elhadad N. Redundancy in electronic health record corpora: analysis, impact on text mining performance and mitigation strategies. Bmc Bioinformatics. 14: 10. PMID 23323800 DOI: 10.1186/1471-2105-14-10  0.472
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  0.301
2012 Pivovarov R, Elhadad N. A hybrid knowledge-based and data-driven approach to identifying semantically similar concepts. Journal of Biomedical Informatics. 45: 471-81. PMID 22289420 DOI: 10.1016/J.Jbi.2012.01.002  0.783
2010 Brody S, Elhadad N. Detecting salient aspects in online reviews of health providers. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 2010: 202-6. PMID 21346969  0.765
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  0.556
2009 Hripcsak G, Elhadad N, Chen YH, Zhou L, Morrison FP. Using empiric semantic correlation to interpret temporal assertions in clinical texts. Journal of the American Medical Informatics Association : Jamia. 16: 220-7. PMID 19074297 DOI: 10.1197/Jamia.M3007  0.324
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  0.597
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  0.765
2003 McKeown KR, Elhadad N, Hatzivassiloglou V. Leveraging a common representation for personalized search and summarization in a medical digital library Proceedings of the Acm/Ieee Joint Conference On Digital Libraries. 2003: 159-170. DOI: 10.1109/JCDL.2003.1204856  0.553
2002 Barzilay R, Elhadad N, McKeown KR. Inferring strategies for sentence ordering in multidocument news summarization Journal of Artificial Intelligence Research. 17: 35-55. DOI: 10.1613/Jair.991  0.72
2002 Barzilay R, Elhadad N. Inferring Strategies for Sentence Ordering in Multidocument News Summarization Journal of Artificial Intelligence Research. 17: 35-55. DOI: 10.1613/jair.991  0.577
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