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Computational Intelligence, Medicine and Biology -

Computational Intelligence, Medicine and Biology

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Buch | Softcover
X, 169 Seiten
2016 | 1. Softcover reprint of the original 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-36852-8 (ISBN)
CHF 149,75 inkl. MwSt
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This book contains an interesting and state-of the art collection of chapters presenting several examples of attempts to developing modern tools utilizing computational intelligence in different real life problems encountered by humans. Reasoning, prediction, modeling, optimization, decision making, etc. need modern, soft and intelligent algorithms, methods and methodologies to solve, in the efficient ways, problems appearing in human activity. The contents of the book is divided into two parts. Part I, consisting of four chapters, is devoted to selected links of computational intelligence, medicine, health care and biomechanics. Several problems are considered: estimation of healthcare system reliability, classification of ultrasound thyroid images, application of fuzzy logic to measure weight status and central fatness, and deriving kinematics directly from video records. Part II, also consisting of four chapters, is devoted to selected links of computational intelligence and biology. The common denominator of three chapters is Physarum polycephalum, one-cell organisms able to build complex networks for solving different computational tasks. One chapter focuses on a novel device, the memristor, that has possible uses both in the creation of hardware neural nets for artificial intelligence and as the connection between a hardware neural net and a living neuronal cell network in the treatment and monitoring of neurological disease. This book is intended for a wide audience of readers who are interested in various aspects of computational intelligence.

Part I Computational Intelligence and Medicine.- Part II Computational Intelligence and Biology.

Erscheinungsdatum
Reihe/Serie Studies in Computational Intelligence
Zusatzinfo X, 169 p. 67 illus., 28 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Informatik Weitere Themen Bioinformatik
Medizin / Pharmazie Physiotherapie / Ergotherapie Orthopädie
Technik
Schlagworte Artificial Intelligence • artificial intelligence (incl. robotics) • Bioinformatics • Biological Informatics • biomedical engineering • biomedical informatics • Computational Biology/Bioinformatics • Computational Intelligence • Engineering • Engineering: general • Information technology: general issues • Intelligent Systems • Life sciences: general issues • Medical Informatics • Molecular Biology • Robotics
ISBN-10 3-319-36852-4 / 3319368524
ISBN-13 978-3-319-36852-8 / 9783319368528
Zustand Neuware
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