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)

How to improve cancer Patients ENrollment within clinical trials from rEal Life databases using the OMOP oncology Extension: the French PENELOPE initiative. - Emmanuelle Kempf; Morgan Vaterkowski; Nicolas Griffon; Damien Leprovost; Stéphane Bréant; Patricia Serre; Alexandre Mouchet; Rafael Gozlan; Bastien Rance; Gilles Chatellier; Ali Bellamine; Marie Frank; et al. (AMIA, 2022)

Why Are Data Missing in Clinical Data Warehouses? A Simulation Study of How Data Are Processed (and Can Be Lost). - Sonia Priou; Guillaume Lamé; Marija Jankovic; Gilles Chatellier; Romain Bey; Christophe Tournigand; Christel Daniel; Emmanuelle Kempf (MIE, 2023)

Structuration, standardisation et enrichissement par traitement automatique du langage des données relatives au cancer au sein de l'entrepôt de données de santé de l'Assistance Publique -Hôpitaux de Paris. (Structuring, standardization and enrichment by natural language processing of cancer data within the clinical data warehouse of Assistance Publique -Hôpitaux de Paris). - Emmanuelle Kempf (2023)

Leveraging Information Redundancy of Real-World Data through Distant Supervision. - Ariel Cohen 005; Alexandrine Lanson; Emmanuelle Kempf; Xavier Tannier (LREC/COLING, 2024)

Leveraging Rule-Based NLP to Translate Textual Reports as Structured Inputs Automatically Processed by a Clinical Decision Support System. - Akram Redjdal; Natallia Novikava; Emmanuelle Kempf; Jacques Bouaud; Brigitte Séroussi (MIE, 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)

"Goldmine" or "big mess"? An interview study on the challenges of designing, operating, and ensuring the durability of Clinical Data Warehouses in France and Belgium. - Sonia Priou; Emmanuelle Kempf; Marija Jankovic; Guillaume Lamé (J. Am. Medical Informatics Assoc., 2024)

Electronic Health Record based recruitment support systems: A scoping review to improve patient inclusion within clinical trials. - Morgan Vaterkowski; Christel Daniel; Ambre La Rosa; Dipak Kalra; Marie-Christine Jaulent; Guillaume Lamé; Emmanuelle Kempf (Int. J. Medical Informatics, 2025)

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task. - Guillaume Bazin; Xavier Tannier; Fanny Adda; Ariel Cohen 005; Akram Redjdal; Emmanuelle Kempf (CoRR, 2025)