Noémie Elhadad
Noémie Elhadad
Associate Professor and Chair of Biomedical Informatics, Columbia University
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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
An unsupervised aspect-sentiment model for online reviews
S Brody, N Elhadad
Human language technologies: The 2010 annual conference of the North …, 2010
Beyond the stars: Improving rating predictions using review text content.
G Ganu, N Elhadad, A Marian
WebDB 9, 1-6, 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
Inferring strategies for sentence ordering in multidocument news summarization
R Barzilay, N Elhadad
Journal of Artificial Intelligence Research 17, 35-55, 2002
A comparison of features for automatic readability assessment
L Feng, M Jansche, M Huenerfauth, N Elhadad
Coling 2010: Posters, 276-284, 2010
Unsupervised biomedical named entity recognition: Experiments with clinical and biological texts
S Zhang, N Elhadad
Journal of biomedical informatics 46 (6), 1088-1098, 2013
Overview of the ShARe/CLEF eHealth evaluation lab 2013
H Suominen, S Salanterä, S Velupillai, WW Chapman, G Savova, ...
Information Access Evaluation. Multilinguality, Multimodality, and …, 2013
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
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
Sentence alignment for monolingual comparable corpora
N Elhadad, R Barzilay
Indicators of retention in remote digital health studies: a cross-study evaluation of 100,000 participants
A Pratap, EC Neto, P Snyder, C Stepnowsky, N Elhadad, D Grant, ...
NPJ digital medicine 3 (1), 21, 2020
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
Deep survival analysis
R Ranganath, A Perotte, N Elhadad, D Blei
Machine Learning for Healthcare Conference, 101-114, 2016
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
Semeval-2014 task 7: Analysis of clinical text
S Pradhan, N Elhadad, W Chapman, S Manandhar, G Savova
Proceedings of the 8th international workshop on semantic evaluation …, 2014
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
Hierarchically supervised latent Dirichlet allocation
A Perotte, F Wood, N Elhadad, N Bartlett
Advances in neural information processing systems 24, 2011
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
HARVEST, a longitudinal patient record summarizer
JS Hirsch, JS Tanenbaum, S Lipsky Gorman, C Liu, E Schmitz, ...
Journal of the American Medical Informatics Association 22 (2), 263-274, 2015
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