Deep Learning to Predict Hospitalization at Triage: Integration of Structured Data and Unstructured Text. - Émilien Arnaud; Mahmoud Elbattah; Maxime Gignon; Gilles Dequen (IEEE BigData, 2020)

The Role of Text Analytics in Healthcare: A Review of Recent Developments and Applications. - Mahmoud Elbattah; Émilien Arnaud; Maxime Gignon; Gilles Dequen (HEALTHINF, 2021)

NLP-Based Prediction of Medical Specialties at Hospital Admission Using Triage Notes. - Émilien Arnaud; Mahmoud Elbattah; Maxime Gignon; Gilles Dequen (ICHI, 2021)

Learning Embeddings from Free-text Triage Notes using Pretrained Transformer Models. - Émilien Arnaud; Mahmoud Elbattah; Maxime Gignon; Gilles Dequen (HEALTHINF, 2022)