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Nonlinear biomedical signal processing. Volume II, Dynamic analysis and modeling

Author: Metin Akay; IEEE Engineering in Medicine and Biology Society.
Publisher: Piscataway, NJ : IEEE Press, ©2001.
Series: IEEE Press series in biomedical engineering.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
Publisher description: Biomedical / Electrical Engineering Nonlinear Biomedical Signal Processing Volume I: Fuzzy Logic, Neural Networks, and New Algorithms A volume in the IEEE Press Series on Biomedical Engineering Metin Akay, Series Editor For the first time, eleven experts in the fields of signal processing and biomedical engineering have contributed to an edition on the newest theories and applications of fuzzy  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Nonlinear biomedical signal processing.
New York : IEEE Press, ©2000-<c2001>
(DLC) 00027777
(OCoLC)43657003
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Metin Akay; IEEE Engineering in Medicine and Biology Society.
ISBN: 9781601194077 1601194072 9780780360129 0780360125 9780470545379 0470545372
OCLC Number: 193934889
Notes: "IEEE Engineering in medicine and biology society, sponsor."
Description: 1 online resource.
Contents: Chapter 1. Nonlinear Dynamics Time Series Analysis / Bruce Henry, Nigel Lovell, and Fernando Camacho --
Chapter 2. Searching for the Origin of Chaos / Tomoyuki Yambe, Makoto Yoshizawa, Kou-ichi Tabayashi, and Shin-ichi Nitta --
Chapter 3. Approximate Entropy and its Application to Biosignal Analysis / Yang Fusheng, Hong Bo, and Tang Qingyu --
Chapter 4. Parsimonious Modeling of Biomedical Signals and Systems: Applications to the Cardiovascular System / P. Celka, J.M Vesin, R. Vetter, R. Grueter, G. Thonet, E. Pruvot, H. Duplain, and U. Scherrer --
Chapter 5. Nonlinear Behavior of Heart Rate Variability as Registered after Heart Transplantation / C. Maier, H. Dickhaus, L.M. Khadra, and T. Maayah --
Chapter 6. Heart Rate Variability: Measures and Models / Malvin C. Teich, Steven 8. Lowen, Bradley M. Jost, Karin Vibe-Rheymer, and Conor Heneghan --
Chapter 7. Ventriculo-Arterial Interaction after Acute Increase of the Aortic Input Impedance: Description Using Recurrence Plot Analysis / Stephen Schulz, Robert Bauernschmitt, Andreas Schwarzhaupt, C.F. Vahl, and Uwe Kiencke --
Chapter 8. Nonlinear Estimation of Respiratory-Induced Heart Movements and its Application in ECG/VCG Signal Processing / Leif Sörnmo, Magnus Åström, Elena Carro, Martin Stridh, and Pablo Laguna --
Chapter 9. Detecting Nonlinear Dynamics in Sympathetic Activity Directed to the Heart / Alberto Porta, Giuseppe Baselli, Nicola Montano, Alberto Malliani, and Sergio Cerutti --
Chapter 10. Assessment of Nonlinear Dynamics in Heart Rate Variability Signal / Maria G. Signorini, Roberto Sassi, and Sergio Cerutti --
Chapter 11. Nonlinear Deterministic Behavior in Blood Pressure Control / Nigel Lovell, Bruce Henry, Branko Celler, Fernando Camacho, Drew Carlson, and Martha Connolly --
Chapter 12. Measurement and Quantification of Spatiotemporal Dynamics of Human Epileptic Seizures / L.D. Iasemidis, J.C. Principe, and J . C. Sackellares --
Chapter 13. Rhythms Amo Chaos in the Stomach / Z.S. Wang, M. Abo, and J.D.Z. Chen.
Series Title: IEEE Press series in biomedical engineering.
Other Titles: Dynamic analysis and modeling
Responsibility: edited by Metin Akay.

Abstract:

Publisher description: Biomedical / Electrical Engineering Nonlinear Biomedical Signal Processing Volume I: Fuzzy Logic, Neural Networks, and New Algorithms A volume in the IEEE Press Series on Biomedical Engineering Metin Akay, Series Editor For the first time, eleven experts in the fields of signal processing and biomedical engineering have contributed to an edition on the newest theories and applications of fuzzy logic, neural networks, and algorithms in biomedicine. Nonlinear Biomedical Signal Processing, Volume I provides comprehensive coverage of nonlinear signal processing techniques. In the last decade, theoretical developments in the concept of fuzzy logic have led to several new approaches to neural networks. This compilation delivers plenty of real-world examples for a variety of implementations and applications of nonlinear signal processing technologies to biomedical problems. Included here are discussions that combine the various structures of Kohenen, Hopfield, and multiple-layer "designer" networks with other approaches to produce hybrid systems. Comparative analysis is made of methods of genetic, back-propagation, Bayesian, and other learning algorithms. Topics covered include: * Uncertainty management * Analysis of biomedical signals * A guided tour of neural networks * Application of algorithms to EEG and heart rate variability signals * Event detection and sample stratification in genomic sequences * Applications of multivariate analysis methods to measure glucose concentration Nonlinear Biomedical Signal Processing, Volume I is a valuable reference tool for medical researchers, medical faculty and advanced graduate student, s as well as for practicing biomedical engineers. Nonlinear Biomedical Signal Processing, Volume I is an excellent companion to Nonlinear Biomedical Signal Processing, Volume II: Dynamic Analysis and Modeling.

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