8 citations · 8 across the 3 of their papers we have counts for
3 papers
Auditing Sex/Gender Disparities in Emergency Triage with LLM-based Paired Comparisons
Ariel Guerra-Adames, Marta Avalos-Fernandez, Océane Dorémus +3
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…
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…
Pre-training A Neural Language Model Improves The Sample Efficiency of an Emergency Room Classification Model
Binbin Xu, Cédric Gil-Jardiné, Frantz Thiessard +3
To build a French national electronic injury surveillance system based on emergency room visits, we aim to develop a coding system to classify their causes from clinical notes in f…