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Noémie Elhadad
Noémie Elhadad
Associate Professor of Biomedical Informatics, Columbia University
Verified email at cumc.columbia.edu - Homepage
Title
Cited by
Cited by
Year
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
12732015
An unsupervised aspect-sentiment model for online reviews
S Brody, N Elhadad
Human language technologies: The 2010 annual conference of the North …, 2010
6892010
Beyond the stars: improving rating predictions using review text content.
G Ganu, N Elhadad, A Marian
WebDB 9, 1-6, 2009
5442009
Inferring strategies for sentence ordering in multidocument news summarization
R Barzilay, N Elhadad
Journal of Artificial Intelligence Research 17, 35-55, 2002
4462002
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
4422014
A comparison of features for automatic readability assessment
L Feng, M Jansche, M Huenerfauth, N Elhadad
2912010
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
2752013
Sentence alignment for monolingual comparable corpora
N Elhadad, R Barzilay
2462003
Unsupervised biomedical named entity recognition: Experiments with clinical and biological texts
S Zhang, N Elhadad
Journal of biomedical informatics 46 (6), 1088-1098, 2013
2202013
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
2132014
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
1952011
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
1872018
Deep survival analysis
R Ranganath, A Perotte, N Elhadad, D Blei
Machine Learning for Healthcare Conference, 101-114, 2016
1742016
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
1732009
SemEval-2014 Task 7: Analysis of clinical text.
S Pradhan, N Elhadad, WW Chapman, S Manandhar, G Savova
SemEval@ COLING, 54-62, 2014
1722014
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
1712015
Hierarchically supervised latent Dirichlet allocation
A Perotte, F Wood, N Elhadad, N Bartlett
Advances in neural information processing systems 24, 2011
1592011
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
1322015
Learning probabilistic phenotypes from heterogeneous EHR data
R Pivovarov, AJ Perotte, E Grave, J Angiolillo, CH Wiggins, N Elhadad
Journal of biomedical informatics 58, 156-165, 2015
1252015
Mining a lexicon of technical terms and lay equivalents
N Elhadad, K Sutaria
Biological, translational, and clinical language processing, 49-56, 2007
1242007
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