Noémie Elhadad
Orcid: 0000-0001-9721-5240
According to our database1,
Noémie Elhadad
authored at least 151 papers
between 2001 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
CoRR, 2024
Variational Shapley Network: A Probabilistic Approach to Self-Explaining Shapley values with Uncertainty Quantification.
CoRR, 2024
SPEER: Sentence-Level Planning of Long Clinical Summaries via Embedded Entity Retrieval.
CoRR, 2024
2023
Representing and utilizing clinical textual data for real world studies: An OHDSI approach.
J. Biomed. Informatics, June, 2023
A Coreset-based, Tempered Variational Posterior for Accurate and Scalable Stochastic Gaussian Process Inference.
CoRR, 2023
CoRR, 2023
A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course Summarization.
CoRR, 2023
Maximum Likelihood Estimation of Flexible Survival Densities with Importance Sampling.
Proceedings of the Machine Learning for Healthcare Conference, 2023
A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course Summarization.
Proceedings of the Machine Learning for Healthcare Conference, 2023
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
Erratum To: The Messiness of The Menstruator: Assessing Personas and Functionalities of Menstrual Tracking Apps.
J. Am. Medical Informatics Assoc., 2022
The messiness of the menstruator: assessing personas and functionalities of menstrual tracking apps.
J. Am. Medical Informatics Assoc., 2022
An interactive fitness-for-use data completeness tool to assess activity tracker data.
J. Am. Medical Informatics Assoc., 2022
Informatics for sex- and gender-related health: understanding the problems, developing new methods, and designing new solutions.
J. Am. Medical Informatics Assoc., 2022
A Bayesian Causal Inference Approach for Assessing Fairness in Clinical Decision-Making.
CoRR, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
Proceedings of the AMIA 2022, 2022
Human, Data, and Algorithmic Perspectives to Inform the Design of RL-enabled Self-management Regimens.
Proceedings of the AMIA 2022, 2022
Mining the Health Disparities and Minority Health Bibliome: A Computational Scoping Review.
Proceedings of the AMIA 2022, 2022
2021
J. Am. Medical Informatics Assoc., 2021
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., 2021
Response to: Looking for clinician involvement under the wrong lamp post: the need for collaboration measures.
J. Am. Medical Informatics Assoc., 2021
Clinician involvement in research on machine learning-based predictive clinical decision support for the hospital setting: A scoping review.
J. Am. Medical Informatics Assoc., 2021
Development and validation of prediction models for mechanical ventilation, renal replacement therapy, and readmission in COVID-19 patients.
J. Am. Medical Informatics Assoc., 2021
A predictive model for next cycle start date that accounts for adherence in menstrual self-tracking.
J. Am. Medical Informatics Assoc., 2021
Supervised topic modeling for predicting molecular substructure from mass spectrometry.
F1000Research, 2021
A generative, predictive model for menstrual cycle lengths that accounts for potential self-tracking artifacts in mobile health data.
CoRR, 2021
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
A Generative Modeling Approach to Calibrated Predictions: A Use Case on Menstrual Cycle Length Prediction.
Proceedings of the Machine Learning for Healthcare Conference, 2021
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
Gender Differences in Time to Diagnosis through Fairness and Time Variant Evaluation of EHR Data.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Differential Presentation and Delays in Treatment for Acute Myocardial Infarction Associated with Sex and Race/Ethnicity.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Informing Symptom Science Using a Citizen Science Application in the COVID-19 Pandemic.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
Divided We Stand: The Collaborative Work of Patients and Providers in an Enigmatic Chronic Disease.
Proc. ACM Hum. Comput. Interact., 2020
npj Digit. Medicine, 2020
Indicators of retention in remote digital health studies: a cross-study evaluation of 100, 000 participants.
npj Digit. Medicine, 2020
Characterizing physiological and symptomatic variation in menstrual cycles using self-tracked mobile-health data.
npj Digit. Medicine, 2020
Cross-lingual Unified Medical Language System entity linking in online health communities.
J. Am. Medical Informatics Assoc., 2020
An investigation of the information technology needs associated with delivering chronic disease care to large clinical populations.
Int. J. Medical Informatics, 2020
Zero-Shot Clinical Acronym Expansion with a Hierarchical Metadata-Based Latent Variable Model.
CoRR, 2020
Towards Patient Record Summarization Through Joint Phenotype Learning in HIV Patients.
CoRR, 2020
Detecting Social and Behavioral Determinants of Health with Structured and Free-Text Clinical Data.
Appl. Clin. Inform., 2020
Augmenting the Clinical Data Sources for Enigmatic Diseases: A Cross-Sectional Study of Self-Tracking Data and Clinical Documentation in Endometriosis.
Appl. Clin. Inform., 2020
Proceedings of the Machine Learning for Health Workshop, 2020
Patient Record Summarization Through Joint Phenotype Learning and Interactive Visualization.
Proceedings of the AMIA 2020, 2020
2019
Indicators of retention in remote digital health studies: A cross-study evaluation of 100, 000 participants.
CoRR, 2019
Machine Learning and Visualization in Clinical Decision Support: Current State and Future Directions.
CoRR, 2019
Multi-Task Gaussian Processes and Dilated Convolutional Networks for Reconstruction of Reproductive Hormonal Dynamics.
Proceedings of the Machine Learning for Healthcare Conference, 2019
Get on the Same Page: Negotiating and Aligning Knowledge and Expectations between Patients and Providers through Self-Tracking Artifacts.
Proceedings of the AMIA 2019, 2019
Longitudinal analysis of social and behavioral determinants of health in the EHR: exploring the impact of patient trajectories and documentation practices.
Proceedings of the AMIA 2019, 2019
Learning Across a Healthcare Data Network to Improve Model Robustness and Evidence Reliability.
Proceedings of the AMIA 2019, 2019
2018
J. Biomed. Informatics, 2018
Estimating summary statistics for electronic health record laboratory data for use in high-throughput phenotyping algorithms.
J. Biomed. Informatics, 2018
CoRR, 2018
Proceedings of the Machine Learning for Healthcare Conference, 2018
Designing in the Dark: Eliciting Self-tracking Dimensions for Understanding Enigmatic Disease.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
Identifying Clinical Notes with Likely Documentation of Social and Behavioral Determinants of Health.
Proceedings of the AMIA 2018, 2018
Towards the Inference of Social and Behavioral Determinants of Sexual Health: Development of a Gold-Standard Corpus with Semi-Supervised Learning.
Proceedings of the AMIA 2018, 2018
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Longitudinal analysis of discussion topics in an online breast cancer community using convolutional neural networks.
J. Biomed. Informatics, 2017
Online cancer communities as informatics intervention for social support: conceptualization, characterization, and impact.
J. Am. Medical Informatics Assoc., 2017
EliIE: An open-source information extraction system for clinical trial eligibility criteria.
J. Am. Medical Informatics Assoc., 2017
Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods for Predicting Drug-Induced Laboratory Test Trajectories.
CoRR, 2017
Towards Personalized Modeling of the Female Hormonal Cycle: Experiments with Mechanistic Models and Gaussian Processes.
CoRR, 2017
CoRR, 2017
We Make Choices We Think are Going to Save Us: Debate and Stance Identification for Online Breast Cancer CAM Discussions.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the 26th International Conference on World Wide Web, 2017
Proceedings of the AMIA 2017, 2017
Beyond ResearchKit: User Engagement with Phendo, a Novel App for Self-tracking and Research.
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
2016
Speculation detection for Chinese clinical notes: Impacts of word segmentation and embedding models.
J. Biomed. Informatics, 2016
Data-driven health management: reasoning about personally generated data in diabetes with information technologies.
J. Am. Medical Informatics Assoc., 2016
Normalizing acronyms and abbreviations to aid patient understanding of clinical texts: ShARe/CLEF eHealth Challenge 2013, Task 2.
J. Biomed. Semant., 2016
Factors Contributing to Dropping-out in an Online Health Community: Static and Longitudinal Analyses.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
A probabilistic model for learning relationships between diagnosis codes and clinical free text.
Proceedings of the AMIA 2016, 2016
Qualitative Assessment of Women's Attitudes Towards a Tracking App for Phenotyping Endometriosis.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
2015
J. Biomed. Informatics, 2015
Evaluating the state of the art in disorder recognition and normalization of the clinical narrative.
J. Am. Medical Informatics Assoc., 2015
J. Am. Medical Informatics Assoc., 2015
Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis.
J. Am. Medical Informatics Assoc., 2015
J. Am. Medical Informatics Assoc., 2015
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015
Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015
Proceedings of the AMIA 2015, 2015
Model Selection For EHR Laboratory Tests Preserving Healthcare Context and Underlying Physiology.
Proceedings of the AMIA 2015, 2015
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
Proceedings of the World Wide Web and Public Health Intelligence, 2015
2014
Survival analysis with electronic health record data: Experiments with chronic kidney disease.
Stat. Anal. Data Min., 2014
J. Biomed. Informatics, 2014
A review of approaches to identifying patient phenotype cohorts using electronic health records.
J. Am. Medical Informatics Assoc., 2014
J. Am. Medical Informatics Assoc., 2014
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014
Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, 2014
Proceedings of the Working Notes for CLEF 2014 Conference, 2014
Proceedings of the AMIA 2014, 2014
Disease/Disorder Semantic Template Filling - Information Extraction Challenge in the ShARe/CLEF eHealth Evaluation Lab 2014.
Proceedings of the AMIA 2014, 2014
Characterizing the Sublanguage of Online Breast Cancer Forums for Medications, Symptoms, and Emotions.
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
Model selection for EHR laboratory variables: how physiology and the health care process can influence EHR laboratory data and their model representations.
Proceedings of the AMIA 2014, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
2013
Unsupervised biomedical named entity recognition: Experiments with clinical and biological texts.
J. Biomed. Informatics, 2013
Redundancy in electronic health record corpora: analysis, impact on text mining performance and mitigation strategies.
BMC Bioinform., 2013
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, 2013
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
Panel: Shared Resources, Shared Code, and Shared Activities in Clinical Natural Language Processing.
Proceedings of the AMIA 2013, 2013
Lessons Learned in Replicating Data-Driven Experiments in Multiple Medical Systems and Patient Populations.
Proceedings of the AMIA 2013, 2013
Using patient laboratory measurement values and dynamics to deconvolve EHR bias and define acuity-based phenotypes.
Proceedings of the AMIA 2013, 2013
2012
A new clustering method for detecting rare senses of abbreviations in clinical notes.
J. Biomed. Informatics, 2012
A hybrid knowledge-based and data-driven approach to identifying semantically similar concepts.
J. Biomed. Informatics, 2012
2011
CoRR, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011
2010
Int. J. Medical Informatics, 2010
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010
Proceedings of the ACM International Health Informatics Symposium, 2010
Proceedings of the COLING 2010, 2010
Proceedings of the 2010 Workshop on Biomedical Natural Language Processing, 2010
2009
Research Paper: Using Empiric Semantic Correlation to Interpret Temporal Assertions in Clinical Texts.
J. Am. Medical Informatics Assoc., 2009
Proceedings of the 12th International Workshop on the Web and Databases, 2009
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009
Comparing evaluation techniques for text readability software for adults with intellectual disabilities.
Proceedings of the 11th International ACM SIGACCESS Conference on Computers and Accessibility, 2009
2008
Proceedings of the AMIA 2008, 2008
Proceedings of the AMIA 2008, 2008
Proceedings of the AMIA 2008, 2008
Proceedings of the AMIA 2008, 2008
2007
Proceedings of the Biological, translational, and clinical language processing, 2007
2006
Proceedings of the AMIA 2006, 2006
2005
Artif. Intell. Medicine, 2005
Proceedings of the AMIA 2005, 2005
2004
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004
2003
Leveraging a Common Representation for Personalized Search and Summarization in a Medical Digital Library.
Proceedings of the ACM/IEEE 2003 Joint Conference on Digital Libraries (JCDL 2003), 2003
Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2003
2002
J. Artif. Intell. Res., 2002
Proceedings of the Third International Conference on Language Resources and Evaluation, 2002
2001
Proceedings of the First International Conference on Human Language Technology Research, 2001
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2001