02921nam 2200505 450 99646450260331620210316165154.03-030-45240-910.1007/978-3-030-45240-7(CKB)4100000011743124(DE-He213)978-3-030-45240-7(MiAaPQ)EBC6463413(PPN)253255244(EXLCZ)99410000001174312420210316d2021 uy 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierArtificial intelligence and data mining in healthcare /Malek Masmoudi, Bassem Jarboui, Patrick Siarry, editors1st ed. 2021.Cham, Switzerland :Springer,[2021]©20211 online resource (XIX, 195 p. 62 illus., 39 illus. in color.) 3-030-45239-5 Artificial 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.This 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.Artificial intelligenceComputational intelligenceHealth services administrationArtificial intelligence.Computational intelligence.Health services administration.006.3Masmoudi MalekJarboui BassemSiarry PatrickMiAaPQMiAaPQMiAaPQBOOK996464502603316Artificial intelligence and data mining in healthcare2597934UNISA