Identifying Homogeneous Patient Clusters in Swiss University Hospital Through Latent Class Analysis. - Cohen, Gilles; Briot, Pascal; Chopard, Pierre (2022)

Optimal Asymmetrical SVM Using Pattern Search. A Health Care Application. - Cohen, Gilles; Meyer, Rodolphe (2011)

Fusing visual and clinical information for lung tissue classification in high-resolution computed tomography. - Depeursinge, Adrien; Racoceanu, Daniel; Iavindrasana, Jimison; Cohen, Gilles; Platon, Alexandra; Poletti, Pierre-Alexandre; Müller, Henning (Artif. Intell. Medicine, 2010)

Comparative Performance Analysis of State-of-the-Art Classification Algorithms Applied to Lung Tissue Categorization. - Depeursinge, Adrien; Iavindrasana, Jimison; Hidki, Asmâa; Cohen, Gilles; Geissbühler, Antoine; Platon, Alexandra; Poletti, Pierre-Alexandre; Müller, Henning (J. Digit. Imaging, 2010)

Asymmetric-margin support vector machines for lung tissue classification. - Iavindrasana, Jimison; Depeursinge, Adrien; Cohen, Gilles; Geissbühler, Antoine; Müller, Henning (2010)

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

Revealing triage behaviour patterns in ER using a new technology for handwritten data acquisition. - Despont-Gros, Christelle; Cohen, Gilles; Rutschmann, Olivier; Geissbühler, Antoine; Lovis, Christian (Int. J. Medical Informatics, 2009)

Towards an Automated Nosocomial Infection Case Reporting - Framework to Build a Computer-aided Detection of Nosocomial Infection. - Iavindrasana, Jimison; Cohen, Gilles; Depeursinge, Adrien; Müller, Henning; Meyer, Rodolphe; Geissbühler, Antoine (2009)

Lung Tissue Classification in HRCT Data Integrating the Clinical Context. - Depeursinge, Adrien; Iavindrasana, Jimison; Cohen, Gilles; Platon, Alexandra; Poletti, Pierre-Alexandre; Müller, Henning (2008)

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

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

Model Selection for Support Vector Classifiers via Direct Simplex Search. - Cohen, Gilles; Ruch, Patrick; Hilario, Melanie (2005)

SVM Modeling via a Hybrid Genetic Strategy. A Health Care Application. - Cohen, Gilles; Hilario, Melanie; Pellegrini, Christian; Geissbühler, Antoine (2005)

Lung CT Analysis and Retrieval as a Diagnostic Aid. - Müller, Henning; Marquis, Samuel; Cohen, Gilles; Lovis, Christian; Geissbühler, Antoine (2005)

Model Selection for Support Vector Classifiers via Genetic Algorithms. An Application to Medical Decision Support. - Cohen, Gilles; Hilario, Melanie; Geissbühler, Antoine (2004)

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

One-Class Support Vector Machines with a Conformal Kernel. A Case Study in Handling Class Imbalance. - Cohen, Gilles; Hilario, Melanie; Pellegrini, Christian (2004)

Report on the TREC 2004 Experiment: Genomics Track. - Ruch, Patrick; Chichester, Christine; Cohen, Gilles; Ehrler, Frédéric; Fabry, Paul; Marty, Johan; Müller, Henning; Geissbühler, Antoine (2004)

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

Report on the TREC 2003 Experiment: Genomic Track. - Ruch, Patrick; Cohen, Gilles; Ehrler, Frédéric; Müller, Henning; Coray, Giovanni; Ghorbel, Hatem; Pallotta, Vincenzo; Chichester, Christine (2003)