Custom cover image
Custom cover image

Deep Learning for Medical Decision Support Systems / by Utku Kose, Omer Deperlioglu, Jafar Alzubi, Bogdan Patrut

By: Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Studies in Computational Intelligence ; 909Publisher: Singapore : Springer Singapore, 2021Publisher: Singapore : Imprint: Springer, 2021Edition: 1st ed. 2021Description: 1 Online-Ressource(XVIII, 171 p. 63 illus., 60 illus. in color.)ISBN:
  • 9789811563256
Subject(s): Additional physical formats: 9789811563249 | 9789811563263 | 9789811563270 | Erscheint auch als: 9789811563249 Druck-Ausgabe | Erscheint auch als: 9789811563263 Druck-Ausgabe | Erscheint auch als: 9789811563270 Druck-AusgabeDDC classification:
  • 006.3 23
DOI: DOI: 10.1007/978-981-15-6325-6Online resources: Summary: 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.Summary: 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. .PPN: PPN: 1724280465Package identifier: Produktsigel: ZDB-2-INR | ZDB-2-SEB | ZDB-2-SXIT
No physical items for this record
KIT – The University in the Helmholtz Association                         Home | Impressum | Datenschutz | Barrierefreiheit | KIT