De-Identification of French Unstructured Clinical Notes for Machine Learning Tasks. - Yakini Tchouka; Jean-François Couchot; Maxime Coulmeau; David Laiymani; Philippe Selles; Azzedine Rahmani; Christophe Guyeux (CoRR, 2022)

An Easy-to-Use and Robust Approach for the Differentially Private De-Identification of Clinical Textual Documents. - Yakini Tchouka; Jean-François Couchot; David Laiymani (HEALTHINF, 2023)

Automatic ICD-10 Code Association: A Challenging Task on French Clinical Texts. - Yakini Tchouka; Jean-François Couchot; David Laiymani; Philippe Selles; Azzedine Rahmani (CBMS, 2023)

Dé-identification des comptes rendus médicaux pour les tâches d'apprentissage automatique : application à l'association des codes CIM-10. (De-identification of medical reports for machine learning tasks : application to ICD-10 code association). - Yakini Tchouka (2023)

Differentially private de-identifying textual medical document is compliant with challenging NLP analyses: Example of privacy-preserving ICD-10 code association. - Yakini Tchouka; Jean-François Couchot; David Laiymani; Philippe Selles; Azzedine Rahmani (Intell. Syst. Appl., 2024)