04364nam 22007455 450 991048323780332120200630120517.0981-15-6325-X10.1007/978-981-15-6325-6(CKB)5310000000016619(MiAaPQ)EBC6303660(DE-He213)978-981-15-6325-6(PPN)248595601(EXLCZ)99531000000001661920200617d2021 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierDeep Learning for Medical Decision Support Systems /by Utku Kose, Omer Deperlioglu, Jafar Alzubi, Bogdan Patrut1st ed. 2021.Singapore :Springer Singapore :Imprint: Springer,2021.1 online resource (xviii, 171 pages) illustrationsStudies in Computational Intelligence,1860-949X ;909981-15-6324-1 Deep Learning for Innovative Medical Decision Support -- Deep Learning and Image Analysis for Medical Decision Support -- Deep Learning Oriented Systems for Medical Education -- Hybrid Deep Systems for Medical Education and Decision Support.This book explores various applications of deep learning-oriented diagnosis leading to decision support, while also outlining the future face of medical decision support systems. Artificial intelligence has now become a ubiquitous aspect of modern life, and especially machine learning enjoysgreat popularity, since it offers techniques that are capable of learning from samples to solve newly encountered cases. Today, a recent form of machine learning, deep learning, is being widely used with large, complex quantities of data, because today’s problems require detailed analyses of more data. This is critical, especially in fields such as medicine. Accordingly, the objective of this book is to provide the essentials of and highlight recent applications of deep learning architectures for medical decision support systems. The target audience includes scientists, experts, MSc and PhD students, postdocs, and any readers interested in the subjectsdiscussed. The book canbe used as a reference work to support courses on artificial intelligence, machine/deep learning, medical and biomedicaleducation. .Studies in Computational Intelligence,1860-949X ;909Computational intelligenceMachine learningHealth informaticsOptical data processingSignal processingImage processingSpeech processing systemsComputational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Machine Learninghttps://scigraph.springernature.com/ontologies/product-market-codes/I21010Health Informaticshttps://scigraph.springernature.com/ontologies/product-market-codes/H28009Computer Imaging, Vision, Pattern Recognition and Graphicshttps://scigraph.springernature.com/ontologies/product-market-codes/I22005Signal, Image and Speech Processinghttps://scigraph.springernature.com/ontologies/product-market-codes/T24051Computational intelligence.Machine learning.Health informatics.Optical data processing.Signal processing.Image processing.Speech processing systems.Computational Intelligence.Machine Learning.Health Informatics.Computer Imaging, Vision, Pattern Recognition and Graphics.Signal, Image and Speech Processing.610.28563Kose Utkuauthttp://id.loc.gov/vocabulary/relators/aut1076791Deperlioglu Omerauthttp://id.loc.gov/vocabulary/relators/autAlzubi Jafarauthttp://id.loc.gov/vocabulary/relators/autPatrut Bogdanauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910483237803321Deep Learning for Medical Decision Support Systems2849661UNINA