Data Imbalance in Surveillance of Nosocomial Infections. - Gilles Cohen; Melanie Hilario; Hugo Sax; Stéphane Hugonnet (ISMDA, 2003)

An Application of One-class Support Vector Machines to Nosocomial Infection Detection. - Gilles Cohen; Melanie Hilario; Hugo Sax; Stéphane Hugonnet; Christian Pellegrini; Antoine Geissbühler (MedInfo, 2004)

Learning from imbalanced data in surveillance of nosocomial infection. - Gilles Cohen; Melanie Hilario; Hugo Sax; Stéphane Hugonnet; Antoine Geissbühler (Artif. Intell. Medicine, 2006)

Novelty Detection using One-class Parzen Density Estimator. An Application to Surveillance of Nosocomial Infections. - Gilles Cohen; Hugo Sax; Antoine Geissbühler (MIE, 2008)

Measuring the effectiveness of hospital-acquired infection prevention. - Jimison Iavindrasana; Gilles Cohen; Adrien Depeursinge; Henning Müller; Rodolphe Meyer; Hugo Sax; Antoine Geissbühler (MedInfo, 2010)

VIRTUE - A Virtual Reality Trainer for Hand Hygiene. - Lauren Clack; Christian Hirt; Marcel Wenger; Dirk Saleschus; Andreas M. Kunz; Hugo Sax (IISA, 2018)