3 papers
cs.LG2025
Synthetic medical data generation: state of the art and application to trauma mechanism classification
Océane Doremus, Ariel Guerra-Adames, Marta Avalos-Fernandez +3
Faced with the challenges of patient confidentiality and scientific reproducibility, research on machine learning for health is turning towards the conception of synthetic medical…
cs.CL2019
Automatic detection of surgical site infections from a clinical data warehouse
Marine Quéroué, Agnès Lashéras-Bauduin, Vianney Jouhet +4
Reducing the incidence of surgical site infections (SSIs) is one of the objectives of the French nosocomial infection control program. Manual monitoring of SSIs is carried out each…
cs.CL2018
IAM at CLEF eHealth 2018: Concept Annotation and Coding in French Death Certificates
Sébastien Cossin, Vianney Jouhet, Fleur Mougin +2
In this paper, we describe the approach and results for our participation in the task 1 (multilingual information extraction) of the CLEF eHealth 2018 challenge. We addressed the t…