Oceane Doremus

According to our database, Oceane Doremus authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A Counterfactual LLM Framework for Detecting Human Biases: A Case Study of Sex/Gender in Emergency Triage.

Ariel Guerra-Adames, Marta Avalos Fernandez, Oceane Doremus, Leo Anthony Celi, Cédric Gil-Jardiné, Emmanuel Lagarde

CoRR, November, 2025

Synthetic medical data generation: state of the art and application to trauma mechanism classification.

Oceane Doremus, Ariel Guerra-Adames, Marta Avalos Fernandez, Vianney Jouhet, Cédric Gil-Jardiné, Emmanuel Lagarde

CoRR, August, 2025

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

Proceedings of the Machine Learning for Health, 2024

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

Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, 2024