Deep Learning and Other Soft Computing Techniques

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171,19 

Biomedical and Related Applications, Studies in Computational Intelligence 1097

ISBN: 3031294491
ISBN 13: 9783031294495
Herausgeber: Nguyen Hoang Phuong/Vladik Kreinovich
Verlag: Springer Verlag GmbH
Umfang: ix, 291 S., 20 s/w Illustr., 77 farbige Illustr., 291 p. 97 illus., 77 illus. in color.
Erscheinungsdatum: 28.06.2024
Auflage: 1/2024
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 3968426 Kategorie:

Beschreibung

This book focuses on the use of artificial intelligence (AI) and computational intelligence (CI) in medical and related applications. Applications include all aspects of medicine: from diagnostics (including analysis of medical images and medical data) to therapeutics (including drug design and radiotherapy) to epidemic- and pandemic-related public health policies.Corresponding techniques include machine learning (especially deep learning), techniques for processing expert knowledge (e.g., fuzzy techniques), and advanced techniques of applied mathematics (such as innovative probabilistic and graph-based techniques).The book also shows that these techniques can be used in many other applications areas, such as finance, transportation, physics. This book helps practitioners and researchers to learn more about AI and CI methods and their biomedical (and related) applicationsand to further develop thisimportant research direction.

Herstellerkennzeichnung:


Springer Verlag GmbH
Tiergartenstr. 17
69121 Heidelberg
DE

E-Mail: juergen.hartmann@springer.com

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