2026 Noémie Elhadad: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	54	4534	4405	2126	2051	159	12416

Overview

Noémie Elhadad is affiliated with Columbia University in the United States. Their research spans across the field of Medicine with a specific focus on multiple subfields and topics.

The main subfields of study include:

Artificial Intelligence
Reproductive Medicine
General Health Professions
Public Health, Environmental and Occupational Health
Epidemiology

Key research topics covered in their work are:

Endometriosis Research and Treatment
Topic Modeling
Biomedical Text Mining and Ontologies
Machine Learning in Healthcare
Natural Language Processing Techniques
Uterine Myomas and Treatments
Artificial Intelligence in Healthcare and Education

Noémie Elhadad has contributed frequently to several publication venues, including:

arXiv (Cornell University)
bioRxiv (Cold Spring Harbor Laboratory)
Journal of the American Medical Informatics Association
JAMA Network Open
npj Digital Medicine

Recent papers by Noémie Elhadad include:

Characterizing physiological and symptomatic variation in menstrual cycles using self-tracked mobile-health data, 2020, npj Digital Medicine
Detecting Social and Behavioral Determinants of Health with Structured and Free-Text Clinical Data, 2020, Applied Clinical Informatics
Clinician involvement in research on machine learning-based predictive clinical decision support for the hospital setting: A scoping review, 2020, Journal of the American Medical Informatics Association
The messiness of the menstruator: assessing personas and functionalities of menstrual tracking apps, 2021, Journal of the American Medical Informatics Association
Deep-learning approaches to identify critically Ill patients at emergency department triage using limited information, 2020, Journal of the American College of Emergency Physicians Open

Frequent coauthors working with Noémie Elhadad include:

Harry Reyes Nieva
Jason Zucker
Suzanne Bakken
Ipek Ensari
Tony Sun

Best Publications

Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission

Rich Caruana;Yin Lou;Johannes Gehrke;Paul Koch

1827
Citations
An Unsupervised Aspect-Sentiment Model for Online Reviews

Samuel Brody;Noemie Elhadad

713
Citations
A review of approaches to identifying patient phenotype cohorts using electronic health records

Chaitanya P. Shivade;Preethi Raghavan;Eric Fosler-Lussier;Peter J. Embi

600
Citations
Beyond the Stars: Improving Rating Predictions using Review Text Content.

Gayatree Ganu;Noemie Elhadad;Amélie Marian

562
Citations
Inferring strategies for sentence ordering in multidocument news summarization

Regina Barzilay;Noemie Elhadad;Kathleen R. McKeown

497
Citations
Indicators of retention in remote digital health studies: a cross-study evaluation of 100,000 participants

Abhishek Pratap;Abhishek Pratap;Elias Chaibub Neto;Phil Snyder;Carl Stepnowsky

355
Citations
Overview of the ShARe/CLEF eHealth Evaluation Lab 2013

Hanna Suominen;Sanna Salanterä;Sumithra Velupillai;Wendy W. Chapman

314
Citations
A Comparison of Features for Automatic Readability Assessment

Lijun Feng;Martin Jansche;Matt Huenerfauth;Noémie Elhadad

296
Citations
Unsupervised biomedical named entity recognition

Shaodian Zhang;Noémie Elhadad

288
Citations
Diagnosis code assignment: models and evaluation metrics

Adler J. Perotte;Rimma Pivovarov;Karthik Natarajan;Karthik Natarajan;Nicole Gray Weiskopf

270
Citations
Sentence alignment for monolingual comparable corpora

Regina Barzilay;Noemie Elhadad

253
Citations
Automated methods for the summarization of electronic health records

Rimma Pivovarov;Noémie Elhadad

239
Citations
Putting it Simply: a Context-Aware Approach to Lexical Simplification

Or Biran;Samuel Brody;Noemie Elhadad

200
Citations
SemEval-2015 Task 14: Analysis of Clinical Text

Noémie Elhadad;Sameer Pradhan;Sharon Gorman;Suresh Manandhar

197
Citations
Cognitively Motivated Features for Readability Assessment

Lijun Feng;Noémie Elhadad;Matt Huenerfauth

186
Citations
Hierarchically Supervised Latent Dirichlet Allocation

Adler J. Perotte;Frank Wood;Noemie Elhadad;Nicholas Bartlett

167
Citations
Evaluating the state of the art in disorder recognition and normalization of the clinical narrative.

Sameer Pradhan;Noémie Elhadad;Brett R. South;David Martínez

159
Citations
HARVEST, a longitudinal patient record summarizer

Jamie S. Hirsch;Jessica S. Tanenbaum;Sharon Lipsky Gorman;Connie Liu

158
Citations
Multi-Label Classification of Patient Notes a Case Study on ICD Code Assignment

Tal Baumel;Jumana Nassour-Kassis;Raphael Cohen;Michael Elhadad

156
Citations
Learning probabilistic phenotypes from heterogeneous EHR data

Rimma Pivovarov;Adler J. Perotte;Edouard Grave;John Angiolillo

150
Citations

Frequent Co-Authors

Wendy W. Chapman University of Melbourne

Guergana Savova Harvard University

Sameer Pradhan Vassar College

George Hripcsak Columbia University

Kathleen R. McKeown Columbia University

Edouard Grave Facebook (United States)

Rajesh Ranganath New York University

Suzanne Bakken Columbia University

Regina Barzilay MIT

David M. Blei Columbia University

External Links

Personal website of Noémie Elhadad Google Scholar page

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