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2020 – today
- 2024
[j2]Thomas Petit-Jean
, Christel Gérardin, Emmanuelle Berthelot, Gilles Chatellier, Marie Frank, Xavier Tannier, Emmanuelle Kempf, Romain Bey:
Collaborative and privacy-enhancing workflows on a clinical data warehouse: an example developing natural language processing pipelines to detect medical conditions. J. Am. Medical Informatics Assoc. 31(6): 1280-1290 (2024)- [j1]Sonia Priou, Emmanuelle Kempf, Marija Jankovic, Guillaume Lamé:
"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. J. Am. Medical Informatics Assoc. 31(11): 2699-2707 (2024) - [c5]Ariel Cohen, Alexandrine Lanson, Emmanuelle Kempf, Xavier Tannier:
Leveraging Information Redundancy of Real-World Data through Distant Supervision. LREC/COLING 2024: 10352-10364 - [c4]Akram Redjdal, Natallia Novikava, Emmanuelle Kempf, Jacques Bouaud, Brigitte Séroussi:
Leveraging Rule-Based NLP to Translate Textual Reports as Structured Inputs Automatically Processed by a Clinical Decision Support System. MIE 2024: 1861-1865 - 2023
- [b1]Emmanuelle Kempf:
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). Sorbonne University, Paris, France, 2023 - [c3]Sonia Priou, Guillaume Lamé, Marija Jankovic, Gilles Chatellier, Romain Bey, Christophe Tournigand, Christel Daniel, Emmanuelle Kempf:
Why Are Data Missing in Clinical Data Warehouses? A Simulation Study of How Data Are Processed (and Can Be Lost). MIE 2023: 202-206 - 2022
- [c2]Emmanuelle Kempf, Morgan Vaterkowski, Nicolas Griffon, Damien Leprovost, Stéphane Bréant, Patricia Serre, Alexandre Mouchet, Rafael Gozlan, Bastien Rance, Gilles Chatellier, Ali Bellamine, Marie Frank, Martin Hilka, Julien Guerin, Xavier Tannier, Alain Livartowski, Christel Daniel:
How to improve cancer Patients ENrollment within clinical trials from rEal Life databases using the OMOP oncology Extension: the French PENELOPE initiative. AMIA 2022 - 2021
- [c1]Christel Gérardin, Pascal Vaillant, Perceval Wajsbürt, Clément Gilavert, Ali Bellamine, Emmanuelle Kempf, Xavier Tannier:
Classification multilabel de concepts médicaux pour l'identification du profil clinique du patient (Multilabel classification of medical concepts for patient's clinical profile identification ). TALN (DEFT) 2021: 21-30
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