Studies in Computational Intelligence

By: Bogdan Patrut, Utku Kose, Omer Deperlioglu, Jafar Alzubi

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Paperback | 19 June 2021

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Paperback
192 Pages

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23.5 x 15.5 x 1.04

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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.

Industry Reviews

"It covers several interesting applications of deep learning in medicine ... . the book can be a helpful addition to a researcher interested in a general overview of how deep learning can be applied to some medical decision systems." (Anita T. Layton, SIAM Review, Vol. 63 (4), December, 2021)

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