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Deep Learning for Medical Decision Support Systems

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Deep Learning for Medical Decision Support Systems/ by Utku Kose, Omer Deperlioglu, Jafar Alzubi, Bogdan Patrut.
作者:	Kose, Utku.
其他作者:	Patrut, Bogdan.
面頁冊數:	XVIII, 171 p. 63 illus., 60 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Signal, Image and Speech Processing. -
電子資源:	https://doi.org/10.1007/978-981-15-6325-6
ISBN:	9789811563256

Deep Learning for Medical Decision Support Systems
Kose, Utku.

Deep Learning for Medical Decision Support Systems[electronic resource] /by Utku Kose, Omer Deperlioglu, Jafar Alzubi, Bogdan Patrut. - 1st ed. 2021. - XVIII, 171 p. 63 illus., 60 illus. in color.online resource. - Studies in Computational Intelligence,9091860-9503 ;. - Studies in Computational Intelligence,564.

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. .

ISBN: 9789811563256

Standard No.: 10.1007/978-981-15-6325-6doiSubjects--Topical Terms:

670837
Signal, Image and Speech Processing.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Deep Learning for Medical Decision Support Systems
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