Sexual Behavior, Heterosexual Transmission, and the Spread of HIV in Sub-Saharan Africa: A Simulation Study, . - Bertran Auvert; Gianluca Buonamico; Emmanuel Lagarde; Brian Williams 002 (Comput. Biomed. Res., 2000)

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. - Marta Avalos; Yves Grandvalet; Hélène Pouyes; Ludivine Orriols; Emmanuel Lagarde (CIBB, 2013)

Sparse conditional logistic regression for analyzing large-scale matched data from epidemiological studies: a simple algorithm. - Marta Avalos; Hélène Pouyes; Yves Grandvalet; Ludivine Orriols; Emmanuel Lagarde (BMC Bioinform., 2015)

MAVIE-Lab Sports: A mHealth for Injury Prevention and Risk Management in Sport. - Madelyn Yiseth Rojas Castro; Marina Travanca; Marta Avalos Fernandez; David Valentin Conesa; Ludivine Orriols; Emmanuel Lagarde (DH, 2018)

Neural Language Model for Automated Classification of Electronic Medical Records at the Emergency Room. The Significant Benefit of Unsupervised Generative Pre-training. - Binbin Xu 002; Cédric Gil-Jardiné; Frantz Thiessard; Eric Tellier; Marta Avalos; Emmanuel Lagarde (CoRR, 2019)

Pre-Training A Neural Language Model Improves the Sample Efficiency of an Emergency Room Classification Model. - Binbin Xu 002; Cédric Gil-Jardiné; Frantz Thiessard; Eric Tellier; Marta Avalos Fernandez; Emmanuel Lagarde (FLAIRS, 2020)

De-identification of Emergency Medical Records in French: Survey and Comparison of State-of-the-Art Automated Systems. - Loick Bourdois; Marta Avalos; Gabrielle Chenais; Frantz Thiessard; Philippe Revel; Cédric Gil-Jardiné; Emmanuel Lagarde (FLAIRS, 2021)

Public Health surveillance from emergency call center data: visualization dashboard and NLP of call reports Public Health surveillance from EMCC data. - Alexandre Naprous; Marta Avalos Fernandez; Catherine Pradeau; Emmanuel Lagarde; Cédric Gil-Jardiné (FLAIRS, 2022)

Detecting Human Bias in Emergency Triage Using LLMs - Literature Review, Preliminary Study, and Experimental Plan. - Marta Avalos; Dalia Cohen; Dylan Russon; Melissa Davids; Oceane Doremus; Gabrielle Chenais; Eric Tellier; Cédric Gil-Jardiné; Emmanuel Lagarde (FLAIRS, 2024)

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. - Dylan Russon; Marta Avalos; Ariel Guerra-Adames; Cédric Gil-Jardiné; Emmanuel Lagarde (FLAIRS, 2024)

Uncovering Judgment Biases in Emergency Triage: A Public Health Approach Based on Large Language Models. - Ariel Guerra-Adames; Marta Avalos Fernandez; Oceane Doremus; Cédric Gil-Jardiné; Emmanuel Lagarde (ML4H@NeurIPS, 2024)