Explainable NLP Model for Predicting Patient Admissions at Emergency Department Using Triage Notes. - Émilien Arnaud; Mahmoud Elbattah; Pedro A. Moreno-Sánchez; Gilles Dequen; Daniel Aiham Ghazali (IEEE Big Data, 2023)

Predictive models in emergency medicine and their missing data strategies: a systematic review. - Émilien Arnaud; Mahmoud Elbattah; Christine Ammirati; Gilles Dequen; Daniel Aiham Ghazali (npj Digit. Medicine, 2023)

Exploring the Ethical Challenges of Large Language Models in Emergency Medicine: A Comparative International Review. - Mahmoud Elbattah; Émilien Arnaud; Daniel Aiham Ghazali; Gilles Dequen (BIBM, 2024)

Consistency of XAI Models against Medical Expertise: An Assessment Protocol. - Émilien Arnaud; Mahmoud Elbattah; Amandine Pitteman; Gilles Dequen; Daniel Aiham Ghazali; Pedro A. Moreno-Sánchez (ICHI, 2024)