List of works - Noémie Elhadad

"We make choices we think are going to save us": Debate and stance identification for online breast cancer CAM discussions

A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course Summarization ⬇️

A comparison of features for automatic readability assessment

A hybrid knowledge-based and data-driven approach to identifying semantically similar concepts

scientific article (publication date: June 2012)

A mixed methods study evaluating acceptability of a daily COVID-19 testing regimen with a mobile-app connected, at-home, rapid antigen test: Implications for current and future pandemics

scientific article published in 2022

A new clustering method for detecting rare senses of abbreviations in clinical notes

scientific article published on 25 June 2012

A practical approach for content mining of Tweets ⬇️

scientific article published on July 2013

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

scientific article

A scoping review of ethics considerations in clinical natural language processing

scientific article published in 2022

An analysis of clinical queries in an electronic health record search utility

scientific article

An investigation of the information technology needs associated with delivering chronic disease care to large clinical populations

scientific article published on 13 February 2020

Associations between physical exercise patterns and pain symptoms in individuals with endometriosis: a cross-sectional mHealth-based investigation

scientific article published in 2022

Augmenting the Clinical Data Sources for Enigmatic Diseases: A Cross-Sectional Study of Self-Tracking Data and Clinical Documentation in Endometriosis

scientific article published on 01 October 2020

Automated knowledge acquisition from clinical narrative reports

scientific article

Automated methods for the summarization of electronic health records

scientific article

Can Patient Record Summarization Support Quality Metric Abstraction?

scientific article published on January 2016

Cataloguing Treatments Discussed and Used in Online Autism Communities

scholarly article published April 2017

Characterizing physiological and symptomatic variation in menstrual cycles using self-tracked mobile-health data

scientific article published on 26 May 2020

Characterizing the (Perceived) Newsworthiness of Health Science Articles: A Data-Driven Approach.

scientific article

Characterizing the sublanguage of online breast cancer forums for medications, symptoms, and emotions

scientific article published on 14 November 2014

Clinician involvement in research on machine learning-based predictive clinical decision support for the hospital setting: A scoping review

scientific article published on 16 December 2020

Cognitive analysis of the summarization of longitudinal patient records.

scientific article

Comprehending technical texts: predicting and defining unfamiliar terms

scientific article published on January 2006

Content and structure of clinical problem lists: a corpus analysis

scientific article

Corpus-Based Problem Selection for EHR Note Summarization.

scientific article

Cross-lingual Unified Medical Language System entity linking in online health communities

scientific article published on 10 September 2020

Data-driven health management: reasoning about personally generated data in diabetes with information technologies

scientific article

Deep-learning approaches to identify critically Ill patients at emergency department triage using limited information

scientific article published on 01 September 2020

Detecting Social and Behavioral Determinants of Health with Structured and Free-Text Clinical Data

scientific article published on 01 January 2020

Detecting salient aspects in online reviews of health providers

scientific article published on 13 November 2010

Diagnosis code assignment: models and evaluation metrics

scientific article published on 02 December 2013

Divided We Stand

scientific article published in 2021

Does sustained participation in an online health community affect sentiment?

scientific article

Dynamical phenotyping: using temporal analysis of clinically collected physiologic data to stratify populations

scientific article (publication date: 2014)

EliIE: An open-source information extraction system for clinical trial eligibility criteria.

scientific article published on April 2017

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

scientific article published on 21 August 2014

Extracting structured medication event information from discharge summaries

scientific article

Facilitating physicians' access to information via tailored text summarization

scientific article (publication date: 2005)

Factors Contributing to Dropping-out in an Online Health Community: Static and Longitudinal Analyses

scientific article published on January 2016

HARVEST, a longitudinal patient record summarizer

scientific article

HIV Risk Assessment using Longitudinal Electronic Health Records.

scientific article published on 4 October 2017

Hierarchically Supervised Latent Dirichlet Allocation ⬇️

scientific article published in January 2011

Identifying and mitigating biases in EHR laboratory tests

scientific article

Incorporating High-Frequency Physiologic Data Using Computational Dictionary Learning Improves Prediction of Delayed Cerebral Ischemia Compared to Existing Methods.

scientific article published on 7 March 2018

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

scientific article published on 17 February 2020

Initial Readability Assessment of Clinical Trial Eligibility Criteria

scientific article published on 5 November 2015

Intelligible Models for HealthCare

scientific article published in 2015

Learning endometriosis phenotypes from patient-generated data

scientific article published on 24 June 2020

Learning probabilistic phenotypes from heterogeneous EHR data

scientific article

Lessons learned in replicating data-driven experiments in multiple medical systems and patient populations

scientific article (publication date: 2013)

Longitudinal analysis of discussion topics in an online breast cancer community using convolutional neural networks

scientific article published on 18 March 2017

Longitudinal analysis of social and behavioral determinants of health in the EHR: exploring the impact of patient trajectories and documentation practices

scientific article published on 01 January 2019

Machine Learning for Identifying Emotional Expression in Text: Improving the Accuracy of Established Methods

scientific article published on 01 March 2017

Machine Learning to Extract Communication and History-taking Skills in OSCE Transcripts

scientific article published on 09 August 2020

Modeling clinical context: rediscovering the social history and evaluating language from the clinic to the wards

scientific article

Normalizing acronyms and abbreviations to aid patient understanding of clinical texts: ShARe/CLEF eHealth Challenge 2013, Task 2

scientific article

Online cancer communities as informatics intervention for social support: conceptualization, characterization, and impact

scientific article

Overview of the ShARe/CLEF eHealth Evaluation Lab 2013

article

Patient-Centered Tools for Medication Information Search.

scientific article published on May 2014

Perplexity analysis of obesity news coverage

scientific article

Predicting delayed cerebral ischemia after subarachnoid hemorrhage using physiological time series data.

scientific article published on 20 March 2018

Redundancy in electronic health record corpora: analysis, impact on text mining performance and mitigation strategies

scientific article

Redundancy-aware topic modeling for patient record notes

scientific article

Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis

scientific article

Speculation detection for Chinese clinical notes: Impacts of word segmentation and embedding models

scientific article published on 25 February 2016

Supervised topic modeling for predicting molecular substructure from mass spectrometry

scientific article published in 2021

Temporal trends of hemoglobin A1c testing

scientific article

Towards the Inference of Social and Behavioral Determinants of Sexual Health: Development of a Gold-Standard Corpus with Semi-Supervised Learning

scientific article published on 05 December 2018

Unsupervised biomedical named entity recognition: experiments with clinical and biological texts

scientific article published on 15 August 2013

Use of semantic features to classify patient smoking status.

scientific article

Using Clinical Notes and Natural Language Processing for Automated HIV Risk Assessment.

scientific article published on 27 October 2017

Using empiric semantic correlation to interpret temporal assertions in clinical texts

scientific article published on 11 December 2008

What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization

scientific article published on 01 June 2021

When to re-order laboratory tests? Learning laboratory test shelf-life

scientific article published on 20 July 2018

Zero-Shot Clinical Acronym Expansion via Latent Meaning Cells

scientific article published on 01 December 2020

List of works by Noémie Elhadad

"We make choices we think are going to save us": Debate and stance identification for online breast cancer CAM discussions

A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course Summarization ⬇️

A comparison of features for automatic readability assessment

A hybrid knowledge-based and data-driven approach to identifying semantically similar concepts

A mixed methods study evaluating acceptability of a daily COVID-19 testing regimen with a mobile-app connected, at-home, rapid antigen test: Implications for current and future pandemics

A new clustering method for detecting rare senses of abbreviations in clinical notes

A practical approach for content mining of Tweets ⬇️

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

A scoping review of ethics considerations in clinical natural language processing

An analysis of clinical queries in an electronic health record search utility

An investigation of the information technology needs associated with delivering chronic disease care to large clinical populations

Associations between physical exercise patterns and pain symptoms in individuals with endometriosis: a cross-sectional mHealth-based investigation

Augmenting the Clinical Data Sources for Enigmatic Diseases: A Cross-Sectional Study of Self-Tracking Data and Clinical Documentation in Endometriosis

Automated knowledge acquisition from clinical narrative reports

Automated methods for the summarization of electronic health records

Can Patient Record Summarization Support Quality Metric Abstraction?

Cataloguing Treatments Discussed and Used in Online Autism Communities

Characterizing physiological and symptomatic variation in menstrual cycles using self-tracked mobile-health data

Characterizing the (Perceived) Newsworthiness of Health Science Articles: A Data-Driven Approach.

Characterizing the sublanguage of online breast cancer forums for medications, symptoms, and emotions

Clinician involvement in research on machine learning-based predictive clinical decision support for the hospital setting: A scoping review

Cognitive analysis of the summarization of longitudinal patient records.

Comprehending technical texts: predicting and defining unfamiliar terms

Content and structure of clinical problem lists: a corpus analysis

Corpus-Based Problem Selection for EHR Note Summarization.

Cross-lingual Unified Medical Language System entity linking in online health communities

Data-driven health management: reasoning about personally generated data in diabetes with information technologies

Deep-learning approaches to identify critically Ill patients at emergency department triage using limited information

Detecting Social and Behavioral Determinants of Health with Structured and Free-Text Clinical Data

Detecting salient aspects in online reviews of health providers

Diagnosis code assignment: models and evaluation metrics

Divided We Stand

Does sustained participation in an online health community affect sentiment?

Dynamical phenotyping: using temporal analysis of clinically collected physiologic data to stratify populations

EliIE: An open-source information extraction system for clinical trial eligibility criteria.

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

Extracting structured medication event information from discharge summaries

Facilitating physicians' access to information via tailored text summarization

Factors Contributing to Dropping-out in an Online Health Community: Static and Longitudinal Analyses

HARVEST, a longitudinal patient record summarizer

HIV Risk Assessment using Longitudinal Electronic Health Records.

Hierarchically Supervised Latent Dirichlet Allocation ⬇️

Identifying and mitigating biases in EHR laboratory tests

Incorporating High-Frequency Physiologic Data Using Computational Dictionary Learning Improves Prediction of Delayed Cerebral Ischemia Compared to Existing Methods.

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

Initial Readability Assessment of Clinical Trial Eligibility Criteria

Intelligible Models for HealthCare

Learning endometriosis phenotypes from patient-generated data

Learning probabilistic phenotypes from heterogeneous EHR data

Lessons learned in replicating data-driven experiments in multiple medical systems and patient populations

Longitudinal analysis of discussion topics in an online breast cancer community using convolutional neural networks

Longitudinal analysis of social and behavioral determinants of health in the EHR: exploring the impact of patient trajectories and documentation practices

Machine Learning for Identifying Emotional Expression in Text: Improving the Accuracy of Established Methods

Machine Learning to Extract Communication and History-taking Skills in OSCE Transcripts

Modeling clinical context: rediscovering the social history and evaluating language from the clinic to the wards

Normalizing acronyms and abbreviations to aid patient understanding of clinical texts: ShARe/CLEF eHealth Challenge 2013, Task 2

Online cancer communities as informatics intervention for social support: conceptualization, characterization, and impact

Overview of the ShARe/CLEF eHealth Evaluation Lab 2013

Patient-Centered Tools for Medication Information Search.

Perplexity analysis of obesity news coverage

Predicting delayed cerebral ischemia after subarachnoid hemorrhage using physiological time series data.

Redundancy in electronic health record corpora: analysis, impact on text mining performance and mitigation strategies

Redundancy-aware topic modeling for patient record notes

Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis

Speculation detection for Chinese clinical notes: Impacts of word segmentation and embedding models

Supervised topic modeling for predicting molecular substructure from mass spectrometry

Temporal trends of hemoglobin A1c testing

Towards the Inference of Social and Behavioral Determinants of Sexual Health: Development of a Gold-Standard Corpus with Semi-Supervised Learning

Unsupervised biomedical named entity recognition: experiments with clinical and biological texts

Use of semantic features to classify patient smoking status.

Using Clinical Notes and Natural Language Processing for Automated HIV Risk Assessment.

Using empiric semantic correlation to interpret temporal assertions in clinical texts

What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization

When to re-order laboratory tests? Learning laboratory test shelf-life

Zero-Shot Clinical Acronym Expansion via Latent Meaning Cells