Deep Learning for Medical Decision Support Systems

Deep Learning for Medical Decision Support Systems:909 (Studies in Computational Intelligence) Hardcover – 18 Jun. 2020
by:Utku Kose , Omer Deperlioglu , Jafar Alzubi
pages 页数:192 pages
Publisher Finelybook 出版社:Springer; 1st ed. 2021 edition (18 Jun. 2020)
Language 语言:English
ISBN-10 书号:9811563241
ISBN-13 书号:9789811563249

Book Description
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.

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