Noninvasive diagnosis of nonalcoholic steatohepatitis disease based on clinical decision support system

N. Douali , M. Abdennour , M. Sasso , V. Miette , J. Tordjman , P. Bedossa , N. Veyrie , C. Poitou , J. Aron-Wisnewsky , K. Clément , M.C. Jaulent , Jean-Daniel Zucker (1)

1 UMMISCO - Unité de modélisation mathématique et informatique des systèmes complexes [Bondy]

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.

Mots clés: FRANCE

Domaines: Médecine humaine et pathologie; Alimentation et Nutrition; Informatique [cs]

N. Douali, M. Abdennour, M. Sasso, V. Miette, J. Tordjman, et al.. Noninvasive diagnosis of nonalcoholic steatohepatitis disease based on clinical decision support system. Lehmann, C.U. (ed.); Ammenwerth, E. (ed.); Nøhr, C. (ed.). MEDINFO 2013 : proceedings of the 14th world congress and medical and health informatics : part 1 and 2, 192, IOS Press, p. 1178, 2013, Studies in Health Technology and Informatics, 978-1-61499-288-2. ⟨10.3233/978-1-61499-289-9-1178⟩. ⟨hal-02932396⟩