Noémie Elhadad

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 68

Top Topics

Gaussian Process

Clinical Decision Support

Entity Retrieval

Top Venues

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

Publications

Mert Ketenci, Iñigo Urteaga, Victor Alfonso Rodriguez, Noémie Elhadad, Adler J. Perotte
Variational Shapley Network: A Probabilistic Approach to Self-Explaining Shapley values with Uncertainty Quantification. CoRR (2024)
Chao Pang, Xinzhuo Jiang, Nishanth Parameshwar Pavinkurve, Krishna S. Kalluri, Elise L. Minto, Jason Patterson, Linying Zhang, George Hripcsak, Noémie Elhadad, Karthik Natarajan
CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines. CoRR (2024)
Linying Zhang, Lauren R. Richter, Yixin Wang, Anna Ostropolets, Noémie Elhadad, David M. Blei, George Hripcsak
Causal fairness assessment of treatment allocation with electronic health records. J. Biomed. Informatics 155 (2024)
Griffin Adams, Jason Zucker, Noémie Elhadad
SPEER: Sentence-Level Planning of Long Clinical Summaries via Embedded Entity Retrieval. CoRR (2024)
Griffin Adams, Bichlien H. Nguyen, Jake Smith, Yingce Xia, Shufang Xie, Anna Ostropolets, Budhaditya Deb, Yuan-Jyue Chen, Tristan Naumann, Noémie Elhadad
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization. CoRR (2023)
Griffin Adams, Alexander R. Fabbri, Faisal Ladhak, Eric Lehman, Noémie Elhadad
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting. CoRR (2023)
Vipina Kuttichi Keloth, Juan M. Banda, Michael J. Gurley, Paul M. Heider, Georgina Kennedy, Hongfang Liu, Feifan Liu, Timothy A. Miller, Karthik Natarajan, Olga V. Patterson, Yifan Peng, Kalpana Raja, Ruth M. Reeves, Masoud Rouhizadeh, Jianlin Shi, Xiaoyan Wang, Yanshan Wang, Wei-Qi Wei, Andrew E. Williams, Rui Zhang, Rimma Belenkaya, Christian G. Reich, Clair Blacketer, Patrick B. Ryan, George Hripcsak, Noémie Elhadad, Hua Xu
Representing and utilizing clinical textual data for real world studies: An OHDSI approach. J. Biomed. Informatics 142 (2023)
Griffin Adams, Jason Zucker, Noémie Elhadad
A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course Summarization. CoRR (2023)
Mert Ketenci, Shreyas Bhave, Noémie Elhadad, Adler J. Perotte
Maximum Likelihood Estimation of Flexible Survival Densities with Importance Sampling. CoRR (2023)
Griffin Adams, Jason Zuckerg, Noémie Elhadad
A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course Summarization. MLHC (2023)
Griffin Adams, Bichlien Nguyen, Jake Smith, Yingce Xia, Shufang Xie, Anna Ostropolets, Budhaditya Deb, Yuan-Jyue Chen, Tristan Naumann, Noémie Elhadad
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization. ACL (1) (2023)
Griffin Adams, Alexander R. Fabbri, Faisal Ladhak, Kathleen R. McKeown, Noémie Elhadad
Generating EDU Extracts for Plan-Guided Summary Re-Ranking. CoRR (2023)
Griffin Adams, Alexander R. Fabbri, Faisal Ladhak, Noémie Elhadad, Kathleen R. McKeown
Generating EDU Extracts for Plan-Guided Summary Re-Ranking. ACL (1) (2023)
Mert Ketenci, Adler J. Perotte, Noémie Elhadad, Iñigo Urteaga
A Coreset-based, Tempered Variational Posterior for Accurate and Scalable Stochastic Gaussian Process Inference. CoRR (2023)
Griffin Adams, Han-Chin Shing, Qing Sun, Christopher Winestock, Kathleen R. McKeown, Noémie Elhadad
Learning to Revise References for Faithful Summarization. CoRR (2022)
Tony Y. Sun, Shreyas Bhave, Jaan Altosaar, Noémie Elhadad
Assessing Phenotype Definitions for Algorithmic Fairness. CoRR (2022)
Adrienne Pichon, Kasey B. Jackman, Inga T. Winkler, Chris Bobel, Noémie Elhadad
Erratum To: The Messiness of The Menstruator: Assessing Personas and Functionalities of Menstrual Tracking Apps. J. Am. Medical Informatics Assoc. 29 (2) (2022)
Griffin Adams, Han-Chin Shing, Qing Sun, Christopher Winestock, Kathleen R. McKeown, Noémie Elhadad
Learning to Revise References for Faithful Summarization. EMNLP (Findings) (2022)
Sylvia Cho, Ipek Ensari, Noémie Elhadad, Chunhua Weng, Jennifer M. Radin, Brinnae Bent, Pooja M. Desai, Karthik Natarajan
An interactive fitness-for-use data completeness tool to assess activity tracker data. J. Am. Medical Informatics Assoc. 29 (12) (2022)
Mary Regina Boland, Noémie Elhadad, Wanda Pratt
Informatics for sex- and gender-related health: understanding the problems, developing new methods, and designing new solutions. J. Am. Medical Informatics Assoc. 29 (2) (2022)
Anton Stengel, Jaan Altosaar, Rebecca Dittrich, Noémie Elhadad
Assisted Living in the United States: an Open Dataset. CoRR (2022)
Adrienne Pichon, Kasey B. Jackman, Inga T. Winkler, Chris Bobel, Noémie Elhadad
The messiness of the menstruator: assessing personas and functionalities of menstrual tracking apps. J. Am. Medical Informatics Assoc. 29 (2) (2022)
Jessica M. Schwartz, Amanda J. Moy, Sarah Collins Rossetti, Noémie Elhadad, Kenrick D. Cato
Corrigendum to: Clinician involvement in research on machine learning-based predictive clinical decision support for the hospital setting: A scoping review. J. Am. Medical Informatics Assoc. 28 (11) (2021)
Jessica M. Schwartz, Amanda J. Moy, Sarah Collins Rossetti, Noémie Elhadad, Kenrick D. Cato
Response to: Looking for clinician involvement under the wrong lamp post: the need for collaboration measures. J. Am. Medical Informatics Assoc. 28 (11) (2021)
Kathy Li, Iñigo Urteaga, Amanda Shea, Virginia J. Vitzthum, Chris H. Wiggins, Noémie Elhadad
A predictive model for next cycle start date that accounts for adherence in menstrual self-tracking. J. Am. Medical Informatics Assoc. 29 (1) (2021)
Oliver J. Bear Don't Walk IV, Tony Y. Sun, Adler J. Perotte, Noémie Elhadad
Clinically relevant pretraining is all you need. J. Am. Medical Informatics Assoc. 28 (9) (2021)
Griffin Adams, Emily Alsentzer, Mert Ketenci, Jason Zucker, Noémie Elhadad
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization. NAACL-HLT (2021)
Gabriel Reder, Adamo Young, Jaan Altosaar, Jakub Rajniak, Noémie Elhadad, Michael Fischbach, Susan Holmes
Supervised topic modeling for predicting molecular substructure from mass spectrometry. F1000Research 10 (2021)
Griffin Adams, Emily Alsentzer, Mert Ketenci, Jason Zucker, Noémie Elhadad
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization. CoRR (2021)
Kathy Li, Iñigo Urteaga, Amanda Shea, Virginia J. Vitzthum, Chris H. Wiggins, Noémie Elhadad
A generative, predictive model for menstrual cycle lengths that accounts for potential self-tracking artifacts in mobile health data. CoRR (2021)
Jessica M. Schwartz, Amanda J. Moy, Sarah Collins Rossetti, Noémie Elhadad, Kenrick D. Cato
Clinician involvement in research on machine learning-based predictive clinical decision support for the hospital setting: A scoping review. J. Am. Medical Informatics Assoc. 28 (3) (2021)
Daniel J. Feller, Oliver J. Bear Don't Walk IV, Jason Zucker, Michael T. Yin, Peter Gordon, Noémie Elhadad
Detecting Social and Behavioral Determinants of Health with Structured and Free-Text Clinical Data. Appl. Clin. Inform. 11 (01) (2020)
Gal Levy-Fix, Jason Zucker, Konstantin Stojanovic, Noémie Elhadad
Patient Record Summarization Through Joint Phenotype Learning and Interactive Visualization. AMIA (2020)
Griffin Adams, Mert Ketenci, Shreyas Bhave, Adler J. Perotte, Noémie Elhadad
Zero-Shot Clinical Acronym Expansion via Latent Meaning Cells. ML4H@NeurIPS (2020)
Ipek Ensari, Adrienne Pichon, Sharon Lipsky Gorman, Suzanne Bakken, Noémie Elhadad
Augmenting the Clinical Data Sources for Enigmatic Diseases: A Cross-Sectional Study of Self-Tracking Data and Clinical Documentation in Endometriosis. Appl. Clin. Inform. 11 (05) (2020)
Kathy Li, Iñigo Urteaga, Chris H. Wiggins, Anna Druet, Amanda Shea, Virginia J. Vitzthum, Noémie Elhadad
Characterizing physiological and symptomatic variation in menstrual cycles using self-tracked mobile-health data. npj Digit. Medicine 3 (2020)
Iñigo Urteaga, Mollie McKillop, Noémie Elhadad
Learning endometriosis phenotypes from patient-generated data. npj Digit. Medicine 3 (2020)
Tony Y. Sun, Oliver Bear Don't Walk, Jennifer L. Chen, Harry Reyes Nieva, Noémie Elhadad
Exploring Gender Disparities in Time to Diagnosis. CoRR (2020)
Daniel J. Feller, Maichou Lor, Jason Zucker, Michael T. Yin, Susan Olender, David C. Ferris, Noémie Elhadad, Lena Mamykina
An investigation of the information technology needs associated with delivering chronic disease care to large clinical populations. Int. J. Medical Informatics 137 (2020)
Yonatan Bitton, Raphael Cohen, Tamar Schifter, Eitan Bachmat, Michael Elhadad, Noémie Elhadad
Cross-lingual Unified Medical Language System entity linking in online health communities. J. Am. Medical Informatics Assoc. 27 (10) (2020)
Gal Levy-Fix, Jason Zucker, Konstantin Stojanovic, Noémie Elhadad
Towards Patient Record Summarization Through Joint Phenotype Learning in HIV Patients. CoRR (2020)
Abhishek Pratap, Elias Chaibub Neto, Phil Snyder, Carl Stepnowsky, Noémie Elhadad, Daniel Grant, Matthew H. Mohebbi, Sean D. Mooney, Christine Suver, John Wilbanks, Lara M. Mangravite, Patrick J. Heagerty, Pat A. Areán, Larsson Omberg
Indicators of retention in remote digital health studies: a cross-study evaluation of 100, 000 participants. npj Digit. Medicine 3 (2020)
Iñigo Urteaga, Tristan Bertin, Theresa M. Hardy, David J. Albers, Noémie Elhadad
Multi-Task Gaussian Processes and Dilated Convolutional Networks for Reconstruction of Reproductive Hormonal Dynamics. CoRR (2019)
Iñigo Urteaga, Tristan Bertin, Theresa M. Hardy, David J. Albers, Noémie Elhadad
Multi-Task Gaussian Processes and Dilated Convolutional Networks for Reconstruction of Reproductive Hormonal Dynamics. MLHC (2019)
Gal Levy-Fix, Gilad J. Kuperman, Noémie Elhadad
Machine Learning and Visualization in Clinical Decision Support: Current State and Future Directions. CoRR (2019)
Abhishek Pratap, Elias Chaibub Neto, Phil Snyder, Carl Stepnowsky, Noémie Elhadad, Daniel Grant, Matthew H. Mohebbi, Sean D. Mooney, Christine Suver, John Wilbanks, Lara Mangravite, Patrick Heagerty, Pat A. Areán, Larsson Omberg
Indicators of retention in remote digital health studies: A cross-study evaluation of 100, 000 participants. CoRR (2019)
Noémie Elhadad, Iñigo Urteaga, Alison Callahan, Jenna Reps, Patrick B. Ryan
Learning Across a Healthcare Data Network to Improve Model Robustness and Evidence Reliability. AMIA (2019)
Iñigo Urteaga, Mollie McKillop, Sharon Lipsky Gorman, Noémie Elhadad
Phenotyping Endometriosis through Mixed Membership Models of Self-Tracking Data. CoRR (2018)
Gal Levy-Fix, Sharon Lipsky Gorman, Jorge L. Sepulveda, Noémie Elhadad
When to re-order laboratory tests? Learning laboratory test shelf-life. J. Biomed. Informatics 85 (2018)
Mollie McKillop, Lena Mamykina, Noémie Elhadad
Designing in the Dark: Eliciting Self-tracking Dimensions for Understanding Enigmatic Disease. CHI (2018)
David J. Albers, Noémie Elhadad, Jan Claassen, Rimma Perotte, A. Goldstein, George Hripcsak
Estimating summary statistics for electronic health record laboratory data for use in high-throughput phenotyping algorithms. J. Biomed. Informatics 78 (2018)
Tal Baumel, Jumana Nassour-Kassis, Raphael Cohen, Michael Elhadad, Noémie Elhadad
Multi-Label Classification of Patient Notes: Case Study on ICD Code Assignment. AAAI Workshops (2018)
Alexandre Yahi, Rami Vanguri, Noémie Elhadad, Nicholas P. Tatonetti
Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods for Predicting Drug-Induced Laboratory Test Trajectories. CoRR (2017)
Shaodian Zhang, Tian Kang, Lin Qiu, Weinan Zhang, Yong Yu, Noémie Elhadad
Cataloguing Treatments Discussed and Used in Online Autism Communities. WWW (2017)
Shaodian Zhang, Edouard Grave, Elizabeth Sklar, Noémie Elhadad
Longitudinal analysis of discussion topics in an online breast cancer community using convolutional neural networks. J. Biomed. Informatics 69 (2017)
Aurélie Névéol, Noémie Elhadad, Sumithra Velupillai, Hua Xu, Guergana Savova
Clinical Natural Language Processing in Languages Other Than English. AMIA (2017)
Iñigo Urteaga, David J. Albers, Marija Vlajic Wheeler, Anna Druet, Hans Raffauf, Noémie Elhadad
Towards Personalized Modeling of the Female Hormonal Cycle: Experiments with Mechanistic Models and Gaussian Processes. CoRR (2017)
Shaodian Zhang, Lin Qiu, Frank Chen, Weinan Zhang, Yong Yu, Noémie Elhadad
We Make Choices We Think are Going to Save Us: Debate and Stance Identification for Online Breast Cancer CAM Discussions. WWW (Companion Volume) (2017)
Tian Kang, Shaodian Zhang, Youlan Tang, Gregory William Hruby, Alexander Rusanov, Noémie Elhadad, Chunhua Weng
EliIE: An open-source information extraction system for clinical trial eligibility criteria. J. Am. Medical Informatics Assoc. 24 (6) (2017)
Tal Baumel, Jumana Nassour-Kassis, Michael Elhadad, Noémie Elhadad
Multi-Label Classification of Patient Notes a Case Study on ICD Code Assignment. CoRR (2017)
Shaodian Zhang, Erin O'Carroll Bantum, Jason E. Owen, Suzanne Bakken, Noémie Elhadad
Online cancer communities as informatics intervention for social support: conceptualization, characterization, and impact. J. Am. Medical Informatics Assoc. 24 (2) (2017)
Rimma Pivovarov, Yael J. Coppleson, Sharon Lipsky Gorman, David K. Vawdrey, Noémie Elhadad
Can Patient Record Summarization Support Quality Metric Abstraction? AMIA (2016)
Noémie Elhadad, Lena Mamykina, Xinxin Zhu, Eileen Koski
Patient Generated Data: the Missing Link in Patient Centered Care? AMIA (2016)
Shaodian Zhang, Tian Kang, Xingting Zhang, Dong Wen, Noémie Elhadad, Jianbo Lei
Speculation detection for Chinese clinical notes: Impacts of word segmentation and embedding models. J. Biomed. Informatics 60 (2016)
Rajesh Ranganath, Adler J. Perotte, Noémie Elhadad, David M. Blei
Deep Survival Analysis. CoRR (2016)
Lena Mamykina, Matthew E. Levine, Patricia G. Davidson, Arlene M. Smaldone, Noémie Elhadad, David J. Albers
Data-driven health management: reasoning about personally generated data in diabetes with information technologies. J. Am. Medical Informatics Assoc. 23 (3) (2016)
Danielle L. Mowery, Brett R. South, Lee M. Christensen, Jianwei Leng, Laura-Maria Peltonen, Sanna Salanterä, Hanna Suominen, David Martínez, Sumithra Velupillai, Noémie Elhadad, Guergana Savova, Sameer Pradhan, Wendy W. Chapman
Normalizing acronyms and abbreviations to aid patient understanding of clinical texts: ShARe/CLEF eHealth Challenge 2013, Task 2. J. Biomed. Semant. 7 (2016)
Rajesh Ranganath, Adler J. Perotte, Noémie Elhadad, David M. Blei
Deep Survival Analysis. MLHC (2016)
Sameer Pradhan, Noémie Elhadad, Brett R. South, David Martínez, Lee M. Christensen, Amy Vogel, Hanna Suominen, Wendy W. Chapman, Guergana Savova
Evaluating the state of the art in disorder recognition and normalization of the clinical narrative. J. Am. Medical Informatics Assoc. 22 (1) (2015)
Rimma Pivovarov, Adler J. Perotte, Edouard Grave, John Angiolillo, Chris H. Wiggins, Noémie Elhadad
Learning probabilistic phenotypes from heterogeneous EHR data. J. Biomed. Informatics 58 (2015)
Noémie Elhadad, Sameer Pradhan, Sharon Lipsky Gorman, Suresh Manandhar, Wendy W. Chapman, Guergana K. Savova
SemEval-2015 Task 14: Analysis of Clinical Text. SemEval@NAACL-HLT (2015)
Adler J. Perotte, Rajesh Ranganath, Jamie S. Hirsch, David M. Blei, Noémie Elhadad
Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis. J. Am. Medical Informatics Assoc. 22 (4) (2015)
Rajesh Ranganath, Adler J. Perotte, Noémie Elhadad, David M. Blei
The Survival Filter: Joint Survival Analysis with a Latent Time Series. UAI (2015)
Byron C. Wallace, Michael J. Paul, Noémie Elhadad
What Predicts Media Coverage of Health Science Articles? AAAI Workshop: WWW and Public Health Intelligence (2015)
Jamie S. Hirsch, Jessica S. Tanenbaum, Sharon Lipsky Gorman, Connie Liu, Eric Schmitz, Dritan Hashorva, Artem Ervits, David K. Vawdrey, Marc Sturm, Noémie Elhadad
HARVEST, a longitudinal patient record summarizer. J. Am. Medical Informatics Assoc. 22 (2) (2015)
Edouard Grave, Noémie Elhadad
A convex and feature-rich discriminative approach to dependency grammar induction. ACL (1) (2015)
Rimma Pivovarov, Noémie Elhadad
Automated methods for the summarization of electronic health records. J. Am. Medical Informatics Assoc. 22 (5) (2015)
Tian Kang, Noémie Elhadad, Chunhua Weng
Initial Readability Assessment of Clinical Trial Eligibility Criteria. AMIA (2015)
Yolanda Hagar, David J. Albers, Rimma Pivovarov, Herbert S. Chase, Vanja Dukic, Noémie Elhadad
Survival analysis with electronic health record data: Experiments with chronic kidney disease. Stat. Anal. Data Min. 7 (5) (2014)
Rimma Pivovarov, David J. Albers, George Hripcsak, Jorge L. Sepulveda, Noémie Elhadad
Temporal trends of hemoglobin A1c testing. J. Am. Medical Informatics Assoc. 21 (6) (2014)
Rimma Pivovarov, David J. Albers, Jorge L. Sepulveda, Noémie Elhadad
Identifying and mitigating biases in EHR laboratory tests. J. Biomed. Informatics 51 (2014)
Lauren Wilcox, Steven K. Feiner, Noémie Elhadad, David K. Vawdrey, Tran H. Tran
Patient-centered tools for medication information search. PervasiveHealth (2014)
Chaitanya P. Shivade, Preethi Raghavan, Eric Fosler-Lussier, Peter J. Embí, Noémie Elhadad, Stephen B. Johnson, Albert M. Lai
A review of approaches to identifying patient phenotype cohorts using electronic health records. J. Am. Medical Informatics Assoc. 21 (2) (2014)
Danielle L. Mowery, Sumithra Velupillai, Brett R. South, Lee M. Christensen, David Martínez, Liadh Kelly, Lorraine Goeuriot, Noémie Elhadad, Sameer Pradhan, Guergana K. Savova, Wendy W. Chapman
Task 2: ShARe/CLEF eHealth Evaluation Lab 2014. CLEF (Working Notes) (2014)
Sameer Pradhan, Noémie Elhadad, Wendy W. Chapman, Suresh Manandhar, Guergana Savova
SemEval-2014 Task 7: Analysis of Clinical Text. SemEval@COLING (2014)
Noémie Elhadad, Sharon Lipsky Gorman, Jamie S. Hirsch, Connie Liu, David K. Vawdrey, Marc Sturm
HARVEST, a Holistic Patient Record Summarizer at the Point of Care. AMIA (2014)
Noémie Elhadad, Shaodian Zhang, Patricia Driscoll, Samuel Brody
Characterizing the Sublanguage of Online Breast Cancer Forums for Medications, Symptoms, and Emotions. AMIA (2014)
Danielle L. Mowery, Brett R. South, Lee M. Christensen, Laura-Maria Murtola, Sanna Salanterä, Hanna Suominen, David Martínez, Noémie Elhadad, Sameer Pradhan, Guergana K. Savova, Wendy W. Chapman
Task 2: ShARe/CLEF eHealth Evaluation Lab 2013. CLEF (Working Notes) (2013)
Sameer Pradhan, Noémie Elhadad, Brett R. South, David Martínez, Lee M. Christensen, Amy Vogel, Hanna Suominen, Wendy W. Chapman, Guergana K. Savova
Task 1: ShARe/CLEF eHealth Evaluation Lab 2013. CLEF (Working Notes) (2013)
Xiaoyan Wang, Amy E. Chused, Noémie Elhadad, Carol Friedman, Marianthi Markatou
Automated Knowledge Acquisition from Clinical Narrative Reports. AMIA (2008)
Sigfried Gold, Noémie Elhadad, Xinxin Zhu, James J. Cimino, George Hripcsak
Extracting Structured Medication Event Information from Discharge Summaries. AMIA (2008)
Patrick J. McCormick, Noémie Elhadad, Peter D. Stetson
Use of Semantic Features to Classify Patient Smoking Status. AMIA (2008)
Tielman Van Vleck, Adam B. Wilcox, Peter D. Stetson, Stephen B. Johnson, Noémie Elhadad
Content and Structure of Clinical Problem Lists: A Corpus Analysis. AMIA (2008)
Noémie Elhadad, Kathleen R. McKeown, David R. Kaufman, Desmond A. Jordan
Facilitating Physicians' Access to Information via Tailored Text Summarization. AMIA (2005)
Regina Barzilay, Noémie Elhadad, Kathleen R. McKeown
Sentence Ordering in Multidocument Summarization. HLT (2001)