LEADER 02923nam 2200505 450 001 9910484525103321 005 20210316165154.0 010 $a3-030-45240-9 024 7 $a10.1007/978-3-030-45240-7 035 $a(CKB)4100000011743124 035 $a(DE-He213)978-3-030-45240-7 035 $a(MiAaPQ)EBC6463413 035 $a(PPN)253255244 035 $a(EXLCZ)994100000011743124 100 $a20210316d2021 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aArtificial intelligence and data mining in healthcare /$fMalek Masmoudi, Bassem Jarboui, Patrick Siarry, editors 205 $a1st ed. 2021. 210 1$aCham, Switzerland :$cSpringer,$d[2021] 210 4$dİ2021 215 $a1 online resource (XIX, 195 p. 62 illus., 39 illus. in color.) 311 $a3-030-45239-5 327 $aArtificial Intelligence for Healthcare Logistics: An Overview and Research Agenda -- Synergy Between Predictive Mining and Prescriptive Planning of Complex Patient Pathways Considering Process Discrepancies for Effective Hospital-Wide Decision Support -- Real-Time Capacity Management and Patient Flow Optimization in Hospitals Using AI Methods -- How Healthcare Expenditure Influences Life Expectancy: Case Study on Russian Regions -- Operating Theater Management System: Block-Scheduling -- An Immune Memory and a Negative Selection to Visualize Clinical Pathways from Electronic Health Records -- Optimized Medical Images Compression for Telemedicine Applications -- Online Variational Learning Using Finite Generalized Inverted Dirichlet Mixture Model with Feature Selection on Medical Data Sets -- Entropy-Based Variational Inference for Semi-bounded Data Clustering in Medical Applications. 330 $aThis book presents recent work on healthcare management and engineering using artificial intelligence and data mining techniques. Specific topics covered in the contributed chapters include predictive mining, decision support, capacity management, patient flow optimization, image compression, data clustering, and feature selection. The content will be valuable for researchers and postgraduate students in computer science, information technology, industrial engineering, and applied mathematics. 606 $aArtificial intelligence 606 $aComputational intelligence 606 $aHealth services administration 615 0$aArtificial intelligence. 615 0$aComputational intelligence. 615 0$aHealth services administration. 676 $a006.3 702 $aMasmoudi$b Malek 702 $aJarboui$b Bassem 702 $aSiarry$b Patrick 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910484525103321 996 $aArtificial intelligence and data mining in healthcare$92597934 997 $aUNINA