| 2024 | FlAIRS | 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, Cdric Gil-Jardin, Emmanuel Lagarde |
| 2024 | FlAIRS | 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, Cdric Gil-Jardin, Emmanuel Lagarde |
| 2023 | FlAIRS | Serious Games for Training in Patient Flow Management in Emergency Departments: State of the Art and Perspectives - Serious Games for Training ED professionals. | Charlotte Blot, Katia Weickert, Arthur Payros, Marta Avalos, Cdric Gil-Jardin |
| 2021 | FlAIRS | 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, Cdric Gil-Jardin, Emmanuel Lagarde |
| 2003 | IDA | Regularization Methods for Additive Models. | Marta Avalos, Yves Grandvalet, Christophe Ambroise |