Emmanuel Lagarde

14 papers Misc 5Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Counterfactual LLM Framework for Detecting Human Biases: A Case Study of Sex/Gender in Emergency Triage.
CoRR
Ariel Guerra-Adames, Marta Avalos Fernandez, Oceane Doremus, Leo Anthony Celi, Cédric Gil-Jardiné, Emmanuel Lagarde
2025 J jnl
Application of Transformer Neural Networks for Data Cleaning in Emergency Room Logs: A Case Study From the Bordeaux University Hospital.
IEEE J. Biomed. Health Informatics
Dylan Russon, Cédric Gil-Jardiné, Lara Marcel, Laure Chanel, Sylvain Faure, Bertrand Maury, Gabrielle Chenais, Emmanuel Lagarde
2025 J jnl
Synthetic medical data generation: state of the art and application to trauma mechanism classification.
CoRR
Oceane Doremus, Ariel Guerra-Adames, Marta Avalos Fernandez, Vianney Jouhet, Cédric Gil-Jardiné, Emmanuel Lagarde
2024 Misc conf
AI-Driven Emergency Patient Flow Optimization is Both an Unmissable Opportunity and a Risk of Systematizing Health Disparities - Human Bias in ED: Implications for AI-Driven Patient Flow Optimization.
FLAIRS
Dylan Russon, Marta Avalos, Ariel Guerra-Adames, Cédric Gil-Jardiné, Emmanuel Lagarde
2024 Misc conf
Detecting Human Bias in Emergency Triage Using LLMs - Literature Review, Preliminary Study, and Experimental Plan.
FLAIRS
Marta Avalos, Dalia Cohen, Dylan Russon, Melissa Davids, Oceane Doremus, Gabrielle Chenais, Eric Tellier, Cédric Gil-Jardiné, Emmanuel Lagarde
2024 — conf
Uncovering Judgment Biases in Emergency Triage: A Public Health Approach Based on Large Language Models.
ML4H@NeurIPS
Ariel Guerra-Adames, Marta Avalos Fernandez, Oceane Doremus, Cédric Gil-Jardiné, Emmanuel Lagarde
2022 Misc conf
Public Health surveillance from emergency call center data: visualization dashboard and NLP of call reports Public Health surveillance from EMCC data.
FLAIRS
Alexandre Naprous, Marta Avalos Fernandez, Catherine Pradeau, Emmanuel Lagarde, Cédric Gil-Jardiné
2021 Misc conf
De-identification of Emergency Medical Records in French: Survey and Comparison of State-of-the-Art Automated Systems.
FLAIRS
Loick Bourdois, Marta Avalos, Gabrielle Chenais, Frantz Thiessard, Philippe Revel, Cédric Gil-Jardiné, Emmanuel Lagarde
2020 Misc conf
Pre-Training A Neural Language Model Improves the Sample Efficiency of an Emergency Room Classification Model.
FLAIRS
Binbin Xu, Cédric Gil-Jardiné, Frantz Thiessard, Eric Tellier, Marta Avalos Fernandez, Emmanuel Lagarde
2019 J jnl
Neural Language Model for Automated Classification of Electronic Medical Records at the Emergency Room. The Significant Benefit of Unsupervised Generative Pre-training.
CoRR
Binbin Xu, Cédric Gil-Jardiné, Frantz Thiessard, Eric Tellier, Marta Avalos, Emmanuel Lagarde
2018 — conf
MAVIE-Lab Sports: A mHealth for Injury Prevention and Risk Management in Sport.
DH
Madelyn Yiseth Rojas Castro, Marina Travanca, Marta Avalos Fernandez, David Valentin Conesa, Ludivine Orriols, Emmanuel Lagarde
2015 J jnl
Sparse conditional logistic regression for analyzing large-scale matched data from epidemiological studies: a simple algorithm.
BMC Bioinform.
Marta Avalos, Hélène Pouyes, Yves Grandvalet, Ludivine Orriols, Emmanuel Lagarde
2013 — conf
High-Dimensional Sparse Matched Case-Control and Case-Crossover Data: A Review of Recent Works, Description of an R Tool and an Illustration of the Use in Epidemiological Studies.
CIBB
Marta Avalos, Yves Grandvalet, Hélène Pouyes, Ludivine Orriols, Emmanuel Lagarde
2000 J jnl
Sexual Behavior, Heterosexual Transmission, and the Spread of HIV in Sub-Saharan Africa: A Simulation Study
Comput. Biomed. Res.
Bertran Auvert, Gianluca Buonamico, Emmanuel Lagarde, Brian Williams