5 citations · 6 across the 5 of their papers we have counts for
5 papers
Inferring High-Level Events from Timestamped Data: Complexity and Medical Applications
Yvon K. Awuklu, Meghyn Bienvenu, Katsumi Inoue +2
In this paper, we develop a novel logic-based approach to detecting high-level temporally extended events from timestamped data and background knowledge. Our framework employs logi…
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…
Representation learning to advance multi-institutional studies with electronic health record data from US and France
Doudou Zhou, Han Tong, Linshanshan Wang +21
The widespread adoption of electronic health records has created new opportunities for translational clinical research, yet this promise remains constrained by fragmented data acro…
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…
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…