03558nam 22007695 450 991048473270332120250827192222.03-319-19551-410.1007/978-3-319-19551-3(CKB)3710000000436869(SSID)ssj0001547017(PQKBManifestationID)16140828(PQKBTitleCode)TC0001547017(PQKBWorkID)14796512(PQKB)11128703(DE-He213)978-3-319-19551-3(MiAaPQ)EBC5594337(PPN)186399340(EXLCZ)99371000000043686920150612d2015 u| 0engurnn#008mamaatxtccrArtificial Intelligence in Medicine 15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings /edited by John H. Holmes, Riccardo Bellazzi, Lucia Sacchi, Niels Peek1st ed. 2015.Cham :Springer International Publishing :Imprint: Springer,2015.1 online resource (XVI, 345 p. 76 illus.)Lecture Notes in Artificial Intelligence,2945-9141 ;9105Bibliographic Level Mode of Issuance: Monograph3-319-19550-6 Process mining and phenotyping -- Data mining and machine learning -- Temporal data mining -- Uncertainty and Bayesian networks -- Text mining -- Prediction in clinical practice.- Knowledge representation and guidelines.This book constitutes the refereed proceedings of the 15th Conference on Artificial Intelligence in Medicine, AIME 2015, held in Pavia, Italy, in June 2015. The 19 revised full and 24 short papers presented were carefully reviewed and selected from 99 submissions. The papers are organized in the following topical sections: process mining and phenotyping; data mining and machine learning; temporal data mining; uncertainty and Bayesian networks; text mining; prediction in clinical practice; and knowledge representation and guidelines.Lecture Notes in Artificial Intelligence,2945-9141 ;9105Artificial intelligenceMedical informaticsData miningPattern recognition systemsApplication softwareArtificial IntelligenceHealth InformaticsData Mining and Knowledge DiscoveryAutomated Pattern RecognitionComputer and Information Systems ApplicationsArtificial intelligence.Medical informatics.Data mining.Pattern recognition systems.Application software.Artificial Intelligence.Health Informatics.Data Mining and Knowledge Discovery.Automated Pattern Recognition.Computer and Information Systems Applications.519.5Holmes John(John H.),edthttp://id.loc.gov/vocabulary/relators/edtBellazzi Riccardoedthttp://id.loc.gov/vocabulary/relators/edtSacchi Luciaedthttp://id.loc.gov/vocabulary/relators/edtPeek Nielsedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910484732703321Artificial Intelligence in Medicine2783404UNINA