Classification multilabel de concepts médicaux pour l'identification du profil clinique du patient (Multilabel classification of medical concepts for patient's clinical profile identification ). - Christel Gérardin; Pascal Vaillant; Perceval Wajsbürt; Clément Gilavert; Ali Bellamine; Emmanuelle Kempf; Xavier Tannier (TALN (DEFT), 2021)

Findings of the WMT 2022 Biomedical Translation Shared Task: Monolingual Clinical Case Reports. - Mariana Neves 002; Antonio Jimeno-Yepes; Amy Siu; Roland Roller; Philippe Thomas 002; Maika Vicente Navarro; Lana Yeganova; Dina Wiemann; Giorgio Maria Di Nunzio; Federica Vezzani; Christel Gérardin; Rachel Bawden; et al. (WMT, 2022)

Multilabel classification of medical concepts for patient clinical profile identification. - Christel Gérardin; Perceval Wajsbürt; Pascal Vaillant; Ali Bellamine; Fabrice Carrat; Xavier Tannier (Artif. Intell. Medicine, 2022)

Detecting automatically the layout of clinical documents to enhance the performances of downstream natural language processing. - Christel Gérardin; Perceval Wajsbürt; Basile Dura; Alice Calliger; Alexandre Mouchet; Xavier Tannier; Romain Bey (CoRR, 2023)

Impact of translation on biomedical information extraction from real-life clinical notes. - Christel Gérardin; Yuhan Xiong; Perceval Wajsbürt; Fabrice Carrat; Xavier Tannier (CoRR, 2023)

Développement d'un outil d'aide à la décision thérapeutique pour quatre maladies rares: le lupus érythémateux, la sclérodermie systémique, la maladie de Takayasu, le syndrome des anti-phospholipides. (Development of a therapeutic decision support tool for four rare diseases: lupuserythematosus, systemic scleroderma, Takayasu's disease, anti-phospholipid syndrome). - Christel Gérardin (2023)

LIMICS@DEFT'24 : Un mini-LLM peut-il tricher aux QCM de pharmacie en fouillant dans Wikipédia et NACHOS ? - Solène Delourme; Adam Remaki; Christel Gérardin; Pascal Vaillant; Xavier Tannier; Brigitte Séroussi; Akram Redjdal (DEFT@TALN, 2024)

Collaborative and privacy-enhancing workflows on a clinical data warehouse: an example developing natural language processing pipelines to detect medical conditions. - Thomas Petit-Jean; Christel Gérardin; Emmanuelle Berthelot; Gilles Chatellier; Marie Frank; Xavier Tannier; Emmanuelle Kempf; Romain Bey (J. Am. Medical Informatics Assoc., 2024)