Cédric Gil-Jardiné

11 papers Misc 6Journal 4Unranked 1
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
2023 Misc conf
Serious Games for Training in Patient Flow Management in Emergency Departments: State of the Art and Perspectives - Serious Games for Training ED professionals.
FLAIRS
Charlotte Blot, Katia Weickert, Arthur Payros, Marta Avalos, Cédric Gil-Jardiné
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