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101 0 $aeng
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200 10$aArtificial Intelligence in Medicine $e15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings /$fedited by John H. Holmes, Riccardo Bellazzi, Lucia Sacchi, Niels Peek
205   $a1st ed. 2015.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2015.
215   $a1 online resource (XVI, 345 p. 76 illus.)
225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v9105
300   $aBibliographic Level Mode of Issuance: Monograph
311 08$a3-319-19550-6 
327   $aProcess 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.
330   $aThis book constitutes the refereed proceedings of the 15th Conference on Artificial Intelligence in Medicine, AIME 2015, held in Pavia, Italy, in June 2015. The 19 revised full and 24 short papers presented were carefully reviewed and selected from 99 submissions. The papers are organized in the following topical sections: process mining and phenotyping; data mining and machine learning; temporal data mining; uncertainty and Bayesian networks; text mining; prediction in clinical practice; and knowledge representation and guidelines.
410  0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v9105
606   $aArtificial intelligence
606   $aMedical informatics
606   $aData mining
606   $aPattern recognition systems
606   $aApplication software
606   $aArtificial Intelligence
606   $aHealth Informatics
606   $aData Mining and Knowledge Discovery
606   $aAutomated Pattern Recognition
606   $aComputer and Information Systems Applications
615  0$aArtificial intelligence.
615  0$aMedical informatics.
615  0$aData mining.
615  0$aPattern recognition systems.
615  0$aApplication software.
615 14$aArtificial Intelligence.
615 24$aHealth Informatics.
615 24$aData Mining and Knowledge Discovery.
615 24$aAutomated Pattern Recognition.
615 24$aComputer and Information Systems Applications.
676   $a519.5
702   $aHolmes$b John$g(John H.),$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aBellazzi$b Riccardo$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aSacchi$b Lucia$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aPeek$b Niels$4edt$4http://id.loc.gov/vocabulary/relators/edt
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910484732703321
996   $aArtificial Intelligence in Medicine$92783404
997   $aUNINA