LEADER 04897nam 22007215 450 001 9910734897003321 005 20230707133024.0 010 $a3-031-35176-2 024 7 $a10.1007/978-3-031-35176-1 035 $a(MiAaPQ)EBC30621915 035 $a(Au-PeEL)EBL30621915 035 $a(DE-He213)978-3-031-35176-1 035 $a(PPN)272252999 035 $a(CKB)27531925500041 035 $a(EXLCZ)9927531925500041 100 $a20230707d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aArtificial Intelligence for Healthy Longevity /$fedited by Alexey Moskalev, Ilia Stambler, Alex Zhavoronkov 205 $a1st ed. 2023. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2023. 215 $a1 online resource (328 pages) 225 1 $aHealthy Ageing and Longevity,$x2199-9015 ;$v19 311 08$aPrint version: Moskalev, Alexey Artificial Intelligence for Healthy Longevity Cham : Springer International Publishing AG,c2023 9783031351754 327 $aAI in longevity -- Automated reporting of medical diagnostic imaging for early disease and aging biomarkers detection -- Risk forecasting tools based on the collected information for two types of occupational diseases -- Obtaining longevity footprints in DNA methylation data using different machine learning approaches -- The role of assistive technology in regulating the behavioural and psychological symptoms of dementia -- Epidemiology, genetics and epigenetics of Biological Aging: one or more aging systems? -- Temporal relation prediction from Electronic Health Records using Graph Neural Networks and Transformers Embeddings -- In silico screening of life-extending drugs using machine learning and omics data -- An overview of kernel methods for identifying genetic association with health-related traits -- Artificial Intelligence approaches for skin anti-aging and skin resilience research -- AI in genomics and epigenomics -- The utility of information theory based methods in the research of aging and longevity -- AI for Longevity: getting past the Mechanical Turk model will take Good Data -- Leveraging algorithmic and human networks to cure human aging: Holistic understanding of Longevity via Generative Cooperative Networks, Hybrid Bayesian/Neural/Logical AI and Tokenomics-Mediated Crowdsourcing. . 330 $aThis book reviews the state-of-the-art efforts to apply machine learning and AI methods for healthy aging and longevity research, diagnosis, and therapy development. The book examines the methods of machine learning and their application in the analysis of big medical data, medical images, the creation of algorithms for assessing biological age, and effectiveness of geroprotective medications. The promises and challenges of using AI to help achieve healthy longevity for the population are manifold. This volume, written by world-leading experts working at the intersection of AI and aging, provides a unique synergy of these two highly prominent fields and aims to create a balanced and comprehensive overview of the application methodology that can help achieve healthy longevity for the population. The book is accessible and valuable for specialists in AI and longevity research, as well as a wide readership, including gerontologists, geriatricians, medical specialists, and students from diverse fields, basic scientists, public and private research entities, and policy makers interested in potential intervention in degenerative aging processes using advanced computational tools. . 410 0$aHealthy Ageing and Longevity,$x2199-9015 ;$v19 606 $aBioinformatics 606 $aBiomathematics 606 $aArtificial intelligence 606 $aComputer simulation 606 $aMedical informatics 606 $aComputational and Systems Biology 606 $aMathematical and Computational Biology 606 $aArtificial Intelligence 606 $aComputer Modelling 606 $aHealth Informatics 615 0$aBioinformatics. 615 0$aBiomathematics. 615 0$aArtificial intelligence. 615 0$aComputer simulation. 615 0$aMedical informatics. 615 14$aComputational and Systems Biology. 615 24$aMathematical and Computational Biology. 615 24$aArtificial Intelligence. 615 24$aComputer Modelling. 615 24$aHealth Informatics. 676 $a570.285 676 $a570.113 676 $a612.68028563 700 $aMoskalev$b Alexey$01372930 701 $aStambler$b Ilia$01372931 701 $aZhavoronkov$b Alex$01372932 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910734897003321 996 $aArtificial Intelligence for Healthy Longevity$93403839 997 $aUNINA