Xavier TANNIER

LIMICS
...
  • Professor
  • LIMICS - Laboratoire d'Informatique Médicale et d'Ingénierie des Connaissances en e-Santé
  • http://xavier.tannier.free.fr
  • Communities
    Health, Medicine & Biology
  • Expertise
    Machine learning
    Natural language processing

Awards

Google Award for Computational Journalism

Selected publications

- Nesrine Bannour, Perceval Wajsbürt, Bastien Rance, Xavier Tannier, Aurélie Névéol.
Privacy-Preserving Mimic Models for clinical Named Entity Recognition in French.
Journal of Biomedical Informatics. 2022. doi: 10.1016/j.jbi.2022.104073

- Anne-Cécile Normand, Aurélien Chaline, Noshine Mohammad, Alexandre Godmer, Aniss Acherar, Antoine Huguelin, Stéphane Ranque, Xavier Tannier, Renaud Piarroux.
Identification of a clonal population of Aspergillus flavus by MALDI-TOF mass spectrometry using deep learning. Scientific Reports. Vol. 12, Issue 1575, January 2022. doi: 10.1038/s41598-022-05647-4

- Perceval Wajsbürt, Arnaud Sarfati, Xavier Tannier.
Medical concept normalization in French using multilingual terminologies and contextual embeddings.
Journal of Biomedical Informatics. Vol. 12, Issue 114, January 2021. doi: 10.1016/j.jbi.2021.103684

- Ivan Lerner, Nicolas Paris, Xavier Tannier.
Terminologies augmented recurrent neural network model for clinical named entity recognition.
Journal of Biomedical Informatics. 102, February 2020. doi: 10.1016/j.jbi.2019.10335