| Intelligible models for healthcare: Predicting pneumonia risk and hospital 30-day readmission R Caruana, Y Lou, J Gehrke, P Koch, M Sturm, N Elhadad Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015 | 953 | 2015 |
| Sentence fusion for multidocument news summarization R Barzilay, KR McKeown Computational Linguistics 31 (3), 297-328, 2005 | 857* | 2005 |
| An unsupervised aspect-sentiment model for online reviews S Brody, N Elhadad Human language technologies: The 2010 annual conference of the North …, 2010 | 646 | 2010 |
| Beyond the stars: improving rating predictions using review text content. G Ganu, N Elhadad, A Marian WebDB 9, 1-6, 2009 | 492 | 2009 |
| A review of approaches to identifying patient phenotype cohorts using electronic health records C Shivade, P Raghavan, E Fosler-Lussier, PJ Embi, N Elhadad, ... Journal of the American Medical Informatics Association 21 (2), 221-230, 2014 | 380 | 2014 |
| Overview of the ShARe/CLEF eHealth evaluation lab 2013 H Suominen, S Salanterä, S Velupillai, WW Chapman, G Savova, ... International Conference of the Cross-Language Evaluation Forum for European …, 2013 | 258 | 2013 |
| A comparison of features for automatic readability assessment L Feng, M Jansche, M Huenerfauth, N Elhadad | 256 | 2010 |
| Sentence alignment for monolingual comparable corpora R Barzilay, N Elhadad Proceedings of the 2003 conference on Empirical methods in natural language …, 2003 | 231 | 2003 |
| Putting it simply: a context-aware approach to lexical simplification O Biran, S Brody, N Elhadad Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011 | 173 | 2011 |
| Diagnosis code assignment: models and evaluation metrics A Perotte, R Pivovarov, K Natarajan, N Weiskopf, F Wood, N Elhadad Journal of the American Medical Informatics Association 21 (2), 231-237, 2014 | 172 | 2014 |
| Unsupervised biomedical named entity recognition: Experiments with clinical and biological texts S Zhang, N Elhadad Journal of biomedical informatics 46 (6), 1088-1098, 2013 | 169 | 2013 |
| Cognitively motivated features for readability assessment L Feng, N Elhadad, M Huenerfauth Proceedings of the 12th Conference of the European Chapter of the ACL (EACL …, 2009 | 160 | 2009 |
| Semeval-2014 task 7: Analysis of clinical text S Pradhan, W Chapman, S Man, G Savova Proc. of the 8th International Workshop on Semantic Evaluation (SemEval 2014, 2014 | 154 | 2014 |
| Hierarchically supervised latent Dirichlet allocation A Perotte, F Wood, N Elhadad, N Bartlett Advances in neural information processing systems 24, 2609-2617, 2011 | 148 | 2011 |
| Multi-Label Classification of Patient Notes a Case Study on ICD Code Assignment T Baumel, J Nassour-Kassis, M Elhadad, N Elhadad 2018 AAAI Joint Workshop on Health Intelligence (W3PHIAI 2018), 2018 | 136 | 2018 |
| Deep survival analysis R Ranganath, A Perotte, N Elhadad, D Blei Machine Learning for Healthcare Conference, 101-114, 2016 | 134 | 2016 |
| Automated methods for the summarization of electronic health records R Pivovarov, N Elhadad Journal of the American Medical Informatics Association 22 (5), 938-947, 2015 | 130 | 2015 |
| Evaluating the state of the art in disorder recognition and normalization of the clinical narrative S Pradhan, N Elhadad, BR South, D Martinez, L Christensen, A Vogel, ... Journal of the American Medical Informatics Association 22 (1), 143-154, 2015 | 121 | 2015 |
| Mining a lexicon of technical terms and lay equivalents N Elhadad, K Sutaria Biological, translational, and clinical language processing, 49-56, 2007 | 113 | 2007 |
| A practical approach for content mining of tweets S Yoon, N Elhadad, S Bakken American journal of preventive medicine 45 (1), 122-129, 2013 | 111 | 2013 |
Adler PerotteAssistant Professor, Columbia UniversityEmail verificata su columbia.edu
