Gilles Cohen

Publication Activity (10 Years)

Years Active: 2003-2022
Publications (10 Years): 1

Top Topics

Image Segmentation

Patient Records

Top Venues

Publications

Gilles Cohen, Pascal Briot, Pierre Chopard
Identifying Homogeneous Patient Clusters in Swiss University Hospital Through Latent Class Analysis. MIE (2022)
Gilles Cohen, Rodolphe Meyer
Optimal Asymmetrical SVM Using Pattern Search. A Health Care Application. MIE (2011)
Adrien Depeursinge, Daniel Racoceanu, Jimison Iavindrasana, Gilles Cohen, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller
Fusing visual and clinical information for lung tissue classification in high-resolution computed tomography. Artif. Intell. Medicine 50 (1) (2010)
Jimison Iavindrasana, Adrien Depeursinge, Gilles Cohen, Antoine Geissbühler, Henning Müller
Asymmetric-margin support vector machines for lung tissue classification. IJCNN (2010)
Jimison Iavindrasana, Gilles Cohen, Adrien Depeursinge, Henning Müller, Rodolphe Meyer, Hugo Sax, Antoine Geissbühler
Measuring the effectiveness of hospital-acquired infection prevention. MedInfo (2010)
Adrien Depeursinge, Jimison Iavindrasana, Asmâa Hidki, Gilles Cohen, Antoine Geissbühler, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller
Comparative Performance Analysis of State-of-the-Art Classification Algorithms Applied to Lung Tissue Categorization. J. Digit. Imaging 23 (1) (2010)
Jimison Iavindrasana, Gilles Cohen, Adrien Depeursinge, Henning Müller, Rodolphe Meyer, Antoine Geissbühler
Towards an Automated Nosocomial Infection Case Reporting - Framework to Build a Computer-aided Detection of Nosocomial Infection. HEALTHINF (2009)
Christelle Despont-Gros, Gilles Cohen, Olivier Rutschmann, Antoine Geissbühler, Christian Lovis
Revealing triage behaviour patterns in ER using a new technology for handwritten data acquisition. Int. J. Medical Informatics 78 (9) (2009)
Gilles Cohen, Hugo Sax, Antoine Geissbühler
Novelty Detection using One-class Parzen Density Estimator. An Application to Surveillance of Nosocomial Infections. MIE (2008)
Adrien Depeursinge, Jimison Iavindrasana, Gilles Cohen, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller
Lung Tissue Classification in HRCT Data Integrating the Clinical Context. CBMS (2008)
Gilles Cohen, Melanie Hilario, Hugo Sax, Stéphane Hugonnet, Antoine Geissbühler
Learning from imbalanced data in surveillance of nosocomial infection. Artif. Intell. Medicine 37 (1) (2006)
Gilles Cohen, Patrick Ruch, Melanie Hilario
Model Selection for Support Vector Classifiers via Direct Simplex Search. FLAIRS Conference (2005)
Gilles Cohen, Melanie Hilario, Christian Pellegrini, Antoine Geissbühler
SVM Modeling via a Hybrid Genetic Strategy. A Health Care Application. MIE (2005)
Henning Müller, Samuel Marquis, Gilles Cohen, Christian Lovis, Antoine Geissbühler
Lung CT Analysis and Retrieval as a Diagnostic Aid. MIE (2005)
Patrick Ruch, Christine Chichester, Gilles Cohen, Frédéric Ehrler, Paul Fabry, Johan Marty, Henning Müller, Antoine Geissbühler
Report on the TREC 2004 Experiment: Genomics Track. TREC (2004)
Gilles Cohen, Melanie Hilario, Hugo Sax, Stéphane Hugonnet, Christian Pellegrini, Antoine Geissbühler
An Application of One-class Support Vector Machines to Nosocomial Infection Detection. MedInfo (2004)
Gilles Cohen, Melanie Hilario, Antoine Geissbühler
Model Selection for Support Vector Classifiers via Genetic Algorithms. An Application to Medical Decision Support. ISBMDA (2004)
Gilles Cohen, Melanie Hilario, Christian Pellegrini
One-Class Support Vector Machines with a Conformal Kernel. A Case Study in Handling Class Imbalance. SSPR/SPR (2004)
Patrick Ruch, Gilles Cohen, Frédéric Ehrler, Henning Müller, Giovanni Coray, Hatem Ghorbel, Vincenzo Pallotta, Christine Chichester
Report on the TREC 2003 Experiment: Genomic Track. TREC (2003)
Gilles Cohen, Melanie Hilario, Hugo Sax, Stéphane Hugonnet
Data Imbalance in Surveillance of Nosocomial Infections. ISMDA (2003)