Sotabase

Career

· Associate Professor and Chair of Biomedical Informatics, Columbia University Vagelos College of Physicians and Surgeons2022–
· Chair of the Health Analytics Center, Columbia University Data Science Institute2013–2016
· Associate Professor of Biomedical Informatics, Columbia University Vagelos College of Physicians and Surgeons2007–
· PhD in Computer Science, Columbia University2006–
· Faculty Member, The City College of New York2006–2007
· Degree in Computer Software Engineering, ENSEIRB-MATMECA

Publications (142)

Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission
Knowledge Discovery and Data Mining · 2015
1,798
cited
An Unsupervised Aspect-Sentiment Model for Online Reviews
North American Chapter of the Association for Computational Linguistics · 2010
561
cited
A review of approaches to identifying patient phenotype cohorts using electronic health records
J. Am. Medical Informatics Assoc. · 2013
514
cited
Beyond the Stars: Improving Rating Predictions using Review Text Content
International Workshop on the Web and Databases · 2009
492
cited
Inferring Strategies for Sentence Ordering in Multidocument News Summarization
Journal of Artificial Intelligence Research · 2002
380
cited
A Comparison of Features for Automatic Readability Assessment
International Conference on Computational Linguistics · 2010
282
cited
Diagnosis code assignment: models and evaluation metrics
J. Am. Medical Informatics Assoc. · 2013
254
cited
Unsupervised biomedical named entity recognition: Experiments with clinical and biological texts
Journal of Biomedical Informatics · 2013
239
cited
Sentence Alignment for Monolingual Comparable Corpora
Conference on Empirical Methods in Natural Language Processing · 2003
223
cited
Automated methods for the summarization of electronic health records
J. Am. Medical Informatics Assoc. · 2015
219
cited
Deep Survival Analysis
Machine Learning in Health Care · 2016
216
cited
Multi-Label Classification of Patient Notes a Case Study on ICD Code Assignment
AAAI Conference on Artificial Intelligence · 2017
208
cited
SemEval-2014 Task 7: Analysis of Clinical Text
International Workshop on Semantic Evaluation · 2014
196
cited
Putting it Simply: a Context-Aware Approach to Lexical Simplification
Annual Meeting of the Association for Computational Linguistics · 2011
192
cited
Cognitively Motivated Features for Readability Assessment
Conference of the European Chapter of the Association for Computational Linguistics · 2009
164
cited
Evaluating the state of the art in disorder recognition and normalization of the clinical narrative
J. Am. Medical Informatics Assoc. · 2014
140
cited
Hierarchically Supervised Latent Dirichlet Allocation
Neural Information Processing Systems · 2011
139
cited
HARVEST, a longitudinal patient record summarizer
J. Am. Medical Informatics Assoc. · 2014
136
cited
Learning probabilistic phenotypes from heterogeneous EHR data
Journal of Biomedical Informatics · 2015
135
cited
Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis
J. Am. Medical Informatics Assoc. · 2015
121
cited
Sotabase
Noemie Elhadad | Researcher Profile | Sotabase | Sotabase