Advanced methods of biomedical signal processing /

• Άλλοι συγγραφείς: Cerutti, Sergio, Marchesi, Carlo
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Hoboken, N.J. : Wiley ; [2011]; Piscataway, NJ : IEEE Press, [2011]
• Σειρά: IEEE Press series in biomedical engineering.
• Θέματα: Signal processing.; Biomedical engineering.; Biomedical Engineering.; Signal Processing, Computer-Assisted.; Microarray Analysis > methods.; Models, Biological.; Medicine.; MEDICAL > Allied Health Services > Medical Technology.; MEDICAL > Biotechnology.; MEDICAL > Family & General Practice.; MEDICAL > Lasers in Medicine.; TECHNOLOGY & ENGINEERING > Biomedical.; Electronic books.

"This book grew out of the IEEE-EMBS Summer Schools on Biomedical Signal Processing, which have been held annually since 2002 to provide the participants state-of-the-art knowledge on emerging areas in biomedical engineering. Prominent experts in the areas of biomedical signal processing, biome...

Πίνακας περιεχομένων:

• Front Matter
• Fundamentals of Biomedical Signal Processing and Introduction to Advanced Methods. Methods of Biomedical Signal Processing: Multiparametric and Multidisciplinary Integration toward a Better Comprehension of Pathophysiological Mechanisms / Sergio Cerutti
• Data, Signals, and Information: Medical Applications of Digital Signal Processing / Carlo Marchesi, Matteo Paoletti, Loriano Galeotti
• Points of View of the Physiologist and Clinician. Methods and Neurons / Gahriele E M Biella
• Evaluation of the Autonomic Nervous System: From Algorithms to Clinical Practice / Maria Teresa La Rovere
• Models and Biomedical Signals. Parametric Models for the Analysis of Interactions in Biomedical Signals / Giuseppe Baselli, Alberto Porta, Paolo Bolzern
• Use of Interpretative Models in Biological Signal Processing / Mauro Ursino
• Multimodal Integration of EEG, MEG, and Functional MRI in the Study Of Human Brain Activity / Fabio Babiloni, Fahrizio De Vico Fallani, Febo Cincotti
• Deconvolution for Physiological Signal Analysis / Giovanni Sparacino, Gianluigi Pillonetto, Giuseppe De Nicolao, Claudio Cobelli
• Time-Frequency, Time-Scale, and Wavelet Analysis. Linear Time-Frequency Representation / Maurizio Varanini
• Quadratic Time-Frequency Representation / Luca Mainardi
• Time-Variant Spectral Estimation / Anna M Bianchi
• Complexity Analysis and Nonlinear Methods. Dynamical Systems and Their Bifurcations / Fabio Dercole, Sergio Rinaldi
• Fractal Dimension: From Geometry to Physiology / Rita Balocchi
• Nonlinear Analysis of Experimental Time Series / Maria Gabriella Signorini, Manuela Ferrario
• Blind Source Separation: Application to Biomedical Signals / Luca Mesin, Ale₍ Holohar, Roberto Merletti
• Higher Order Spectra / Giovanni Calcagnini, Federica Censi
• Information Processing of Molecular Biology Data. Molecular Bioengineering and Nanobioscience: Data Analysis and Processing Methods / Carmelina Ruggiero
• Microarray Data Analysis: General Concepts, Gene Selection, and Classification / Riccardo Bellazzi, Silvio Bicciato, Claudio Cobelli, Barbara Di Camillo, Fulvia Ferrazzi, Paolo Magni, Lucia Sacchi, Gianna Toffolo
• Microarray Data Analysis: Gene Regulatory Networks / Riccardo Bellazzi, Silvio Bicciato, Claudio Cobelli, Barbara Di Camillo, Fulvia Ferrazzi, Paolo Magni, Lucia Sacchi, Gianna Toffolo
• Biomolecular Sequence Analysis / Linda Pattini, Sergio Cerutti
• Classification and Feature Extraction. Soft Computing in Signal and Data Analysis: Neural Networks, Neuro-Fuzzy Networks, and Genetic Algorithms / Giovanni Magenes, Francesco Lunghi, Stefano Ramat
• Interpretation and Classification of Patient Status Patterns / Matteo Paoletti, Carlo Marchesi
• Index
• IEEE Press Series in Biomedical Engineering.