03875nam 22007695 450 991048473270332120200706105051.03-319-19551-410.1007/978-3-319-19551-3(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 ;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 ;9105Artificial intelligenceHealth informaticsData miningPattern recognitionApplication softwareArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Health Informaticshttps://scigraph.springernature.com/ontologies/product-market-codes/I23060Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XInformation Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040Artificial intelligence.Health informatics.Data mining.Pattern recognition.Application software.Artificial Intelligence.Health Informatics.Data Mining and Knowledge Discovery.Pattern Recognition.Information Systems Applications (incl. Internet).519.5Holmes John Hedthttp://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