04415nam a22005415i 4500001001800000003000900018005001700027007001500044008004100059020003700100024003500137050001300172072001600185072002300201072001500224245025800239250001800497264006900515300006600584336002600650337002600676338003600702347002400738490006400762505062000826520138401446650002802830650003902858650003602897650003702933650003902970650003603009700009103045700014903136700008903285700009303374700008303467710003403550773002603584776003603610776003603646776003603682830006403718856004603782912001403828912001403842999001703856978-3-031-75771-6DE-He21320251030114943.0cr nn 008mamaa250219s2024    sz |    s    |||| 0|eng d  a97830317577169978-3-031-75771-67 a10.1007/978-3-031-75771-62doi 4aR856-857 7aMQW2bicssc 7aTEC0590002bisacsh 7aMQW2thema10aRevolutionizing Healthcare 5.0: The Power of Generative AIh[electronic resource] :bAdvancements in Patient Care Through Generative AI Algorithms /cedited by Pronaya Bhattacharya, Haipeng Liu, Pushan Kumar Dutta, Joel J. P. C. Rodrigues, Gautam Sethi.  a1st ed. 2024. 1aCham :bSpringer Nature Switzerland :bImprint: Springer,c2024.  aIX, 476 p. 165 illus., 131 illus. in color.bonline resource.  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext filebPDF2rda1 aStudies in Systems, Decision and Control,x2198-4190 ;v5710 aThe emerging healthcare landscape -- AI for Healthcare 5.0: A shift towards personalized healthcare -- Transition to Generative AI in Healthcare 5.0 -- Drug Synthesis through Generative AI Models -- Generative AI for Data Augmentation in Clinical Trials  -- Generative AI models for Personalized Healthcare  -- Generative Deep Models for Medical Imaging -- Generative AI-driven fitness and real-time healthcare monitoring and control -- The future of Surgery and Anatomical Operations via Generative AI -- Generative models for AR/VR assisted Healthcare 5.0 -- Accuracy and Reliability of Synthetic Data Generation.  aThis book serves as a critical resource that bridges the gap between burgeoning technology and its practical implementation. The book starts with an in-depth exploration of healthcare 5.0 principles, laying the foundation for the reader to understand the current shifts in healthcare paradigms. Then, it dives into the intricacies of generative models in healthcare, detailing how these algorithms work and the applications they serve. The book further delves into the subsets of generative machine learning and deep learning techniques in healthcare. As we move towards more complex applications, the book takes a turn to address the critical subject of interpretability and explainability in generative models, a topic that resonates profoundly given the life-critical nature of medical decisions. Finally, the book concludes with a robust discussion on the security and privacy concerns that accompany the deployment of GAI in real healthcare settings. By offering a multidimensional viewpoint—coupled with case studies, statistical analyses, and expert insights—the book ensures that the reader is left with a nuanced understanding of how GAI can be both a boon and a challenge in healthcare. As such, the proposed book serves as an indispensable resource for healthcare professionals, data scientists, researchers, and anyone invested in the future of healthcare and AI. 0aBiomedical engineering. 0aComputational intelligence.964052 0aArtificial intelligence.95844114aMedical and Health Technologies.24aComputational Intelligence.96405224aArtificial Intelligence.9584411 aBhattacharya, Pronaya.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9827701 aLiu, Haipeng.eeditor.0(orcid)0000-0002-4212-25031https://orcid.org/0000-0002-4212-25034edt4http://id.loc.gov/vocabulary/relators/edt9908501 aDutta, Pushan Kumar.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9827691 aRodrigues, Joel J. P. C.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9689121 aSethi, Gautam.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9881332 aSpringerLink (Online service)0 tSpringer Nature eBook08iPrinted edition:z978303175770908iPrinted edition:z978303175772308iPrinted edition:z9783031757730 0aStudies in Systems, Decision and Control,x2198-4190 ;v57140uhttps://doi.org/10.1007/978-3-031-75771-6  aZDB-2-SME  aZDB-2-SXM  c66731d66731