2 papers
cs.CY2025
Auditing Sex/Gender Disparities in Emergency Triage with LLM-based Paired Comparisons
Ariel Guerra-Adames, Marta Avalos-Fernandez, Océane Dorémus +5
We present a domain-agnostic paired-comparison approach that uses Large Language Models (LLMs) to quantify sex/gender-related asymmetries in documented clinical decision-making. Th…
cs.LG2025
Synthetic medical data generation: state of the art and application to trauma mechanism classification
Océane Doremus, Ariel Guerra-Adames, Marta Avalos-Fernandez +3
Faced with the challenges of patient confidentiality and scientific reproducibility, research on machine learning for health is turning towards the conception of synthetic medical…