Gilles Cohen

According to our database, Gilles Cohen authored at least 20 papers between 2003 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2022

Identifying Homogeneous Patient Clusters in Swiss University Hospital Through Latent Class Analysis.

Gilles Cohen, Pascal Briot, Pierre Chopard

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

2011

Optimal Asymmetrical SVM Using Pattern Search. A Health Care Application.

Gilles Cohen, Rodolphe Meyer

Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

2010

Comparative Performance Analysis of State-of-the-Art Classification Algorithms Applied to Lung Tissue Categorization.

Adrien Depeursinge, Jimison Iavindrasana, Asmâa Hidki, Gilles Cohen, Antoine Geissbühler, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller

J. Digit. Imaging, 2010

Fusing visual and clinical information for lung tissue classification in high-resolution computed tomography.

Adrien Depeursinge, Daniel Racoceanu, Jimison Iavindrasana, Gilles Cohen, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller

Artif. Intell. Medicine, 2010

Measuring the effectiveness of hospital-acquired infection prevention.

Jimison Iavindrasana, Gilles Cohen, Adrien Depeursinge, Henning Müller, Rodolphe Meyer, Hugo Sax, Antoine Geissbühler

Proceedings of the MEDINFO 2010, 2010

Asymmetric-margin support vector machines for lung tissue classification.

Jimison Iavindrasana, Adrien Depeursinge, Gilles Cohen, Antoine Geissbühler, Henning Müller

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Revealing triage behaviour patterns in ER using a new technology for handwritten data acquisition.

Christelle Despont-Gros, Gilles Cohen, Olivier Rutschmann, Antoine Geissbühler, Christian Lovis

Int. J. Medical Informatics, 2009

Towards an Automated Nosocomial Infection Case Reporting - Framework to Build a Computer-aided Detection of Nosocomial Infection.

Jimison Iavindrasana, Gilles Cohen, Adrien Depeursinge, Henning Müller, Rodolphe Meyer, Antoine Geissbühler

Proceedings of the Second International Conference on Health Informatics, 2009

2008

Novelty Detection using One-class Parzen Density Estimator. An Application to Surveillance of Nosocomial Infections.

Gilles Cohen, Hugo Sax, Antoine Geissbühler

Proceedings of the eHealth Beyond the Horizon, 2008

Lung Tissue Classification in HRCT Data Integrating the Clinical Context.

Adrien Depeursinge, Jimison Iavindrasana, Gilles Cohen, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2006

Learning from imbalanced data in surveillance of nosocomial infection.

Gilles Cohen, Melanie Hilario, Hugo Sax, Stéphane Hugonnet, Antoine Geissbühler

Artif. Intell. Medicine, 2006

2005

Lung CT Analysis and Retrieval as a Diagnostic Aid.

Henning Müller, Samuel Marquis, Gilles Cohen, Christian Lovis, Antoine Geissbühler

Proceedings of the Connecting Medical Informatics and Bio-Informatics - Proceedings of MIE 2005, 2005

SVM Modeling via a Hybrid Genetic Strategy. A Health Care Application.

Gilles Cohen, Melanie Hilario, Christian Pellegrini, Antoine Geissbühler

Proceedings of the Connecting Medical Informatics and Bio-Informatics - Proceedings of MIE 2005, 2005

Model Selection for Support Vector Classifiers via Direct Simplex Search.

Gilles Cohen, Patrick Ruch, Melanie Hilario

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

2004

Report on the TREC 2004 Experiment: Genomics Track.

Patrick Ruch, Christine Chichester, Gilles Cohen, Frédéric Ehrler, Paul Fabry, Johan Marty, Henning Müller, Antoine Geissbühler

Proceedings of the Thirteenth Text REtrieval Conference, 2004

One-Class Support Vector Machines with a Conformal Kernel. A Case Study in Handling Class Imbalance.

Gilles Cohen, Melanie Hilario, Christian Pellegrini

Proceedings of the Structural, 2004

An Application of One-class Support Vector Machines to Nosocomial Infection Detection.

Gilles Cohen, Melanie Hilario, Hugo Sax, Stéphane Hugonnet, Christian Pellegrini, Antoine Geissbühler

Proceedings of the MEDINFO 2004, 2004

Model Selection for Support Vector Classifiers via Genetic Algorithms. An Application to Medical Decision Support.

Gilles Cohen, Melanie Hilario, Antoine Geissbühler

Proceedings of the Biological and Medical Data Analysis, 5th International Symposium, 2004

2003

Report on the TREC 2003 Experiment: Genomic Track.

Patrick Ruch, Gilles Cohen, Frédéric Ehrler, Henning Müller, Giovanni Coray, Hatem Ghorbel, Vincenzo Pallotta, Christine Chichester

Proceedings of The Twelfth Text REtrieval Conference, 2003

Data Imbalance in Surveillance of Nosocomial Infections.

Gilles Cohen, Melanie Hilario, Hugo Sax, Stéphane Hugonnet

Proceedings of the Medical Data Analysis, 4th International Symposium, 2003