03644nam 22006375 450 991030010260332120200629170516.03-319-72317-010.1007/978-3-319-72317-4(CKB)4100000004835186(DE-He213)978-3-319-72317-4(MiAaPQ)EBC5430328(PPN)229497004(EXLCZ)99410000000483518620180612d2018 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierMathematical Immunology of Virus Infections /by Gennady Bocharov, Vitaly Volpert, Burkhard Ludewig, Andreas Meyerhans1st ed. 2018.Cham :Springer International Publishing :Imprint: Springer,2018.1 online resource (XV, 245 p.) 3-319-72316-2 Principles of virus-host interaction -- Basic principles of building a mathematical model of immune response -- Parameter estimation and model selection -- Modelling of experimental infections -- Modelling of human infections -- Spatial modelling using reaction-diffusion systems -- Multi-scale and integrative modelling approaches -- Current challenges.This monograph concisely but thoroughly introduces the reader to the field of mathematical immunology. The book covers first basic principles of formulating a mathematical model, and an outline on data-driven parameter estimation and model selection. The authors then introduce the modeling of experimental and human infections and provide the reader with helpful exercises. The target audience primarily comprises researchers and graduate students in the field of mathematical biology who wish to be concisely introduced into mathematical immunology. .BiomathematicsImmunologyBiomedical engineeringStatistics Neural networks (Computer science) Physiological, Cellular and Medical Topicshttps://scigraph.springernature.com/ontologies/product-market-codes/M31020Immunologyhttps://scigraph.springernature.com/ontologies/product-market-codes/B14000Biomedical Engineering/Biotechnologyhttps://scigraph.springernature.com/ontologies/product-market-codes/B24000Statistics for Life Sciences, Medicine, Health Scienceshttps://scigraph.springernature.com/ontologies/product-market-codes/S17030Mathematical Models of Cognitive Processes and Neural Networkshttps://scigraph.springernature.com/ontologies/product-market-codes/M13100Biomathematics.Immunology.Biomedical engineering.Statistics .Neural networks (Computer science) .Physiological, Cellular and Medical Topics.Immunology.Biomedical Engineering/Biotechnology.Statistics for Life Sciences, Medicine, Health Sciences.Mathematical Models of Cognitive Processes and Neural Networks.570.285Bocharov Gennadyauthttp://id.loc.gov/vocabulary/relators/aut970357Volpert Vitalyauthttp://id.loc.gov/vocabulary/relators/autLudewig Burkhardauthttp://id.loc.gov/vocabulary/relators/autMeyerhans Andreasauthttp://id.loc.gov/vocabulary/relators/autBOOK9910300102603321Mathematical Immunology of Virus Infections2205551UNINA