Horizon 1 1 5 OS CH : Chapitres d'ouvrages scientifiques MEDINFO 2013 : proceedings of the 14th world congress and medical and health informatics : part 1 and 2 Studies in Health Technology and Informatics 1178 FRANCE 2013 Amsterdam IOS Press fdi:010079282 ENG 192 10.3233/978-1-61499-289-9-1178 https://www.documentation.ird.fr/hor/fdi:010079282 https://horizon.documentation.ird.fr/exl-doc/pleins_textes/divers20-08/010079282.pdf Horizon (IRD) Non-alcoholic fatty liver disease (NAFLD) is a hepatic dis-ease associated with metabolic syndrome. NAFLD covers a spectrum of liver disease from steatosis to non-alcoholic stea-tohepatitis (NASH) and cirrhosis. NASH is a disease evolving under the influence of various stimuli still poorly understood. In this paper we present new clinical decision support system (CDSS) for the diagnosis of NASH and the comparison of this system with machine learn-ing algorithms. 050 ; 054 ; 122