Data Mining, Systems Analysis, And Optimization In Biomedicine

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ISBN: 9780735404670 | 0735404674
Cover: Hardcover
Copyright: 11/26/2007

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This book is a collection of a sample of the latest research methods in data mining across diverse fields of biomedicine, neuroscience, engineering, and computer science. The problems and methods discussed in this book will be of great interest to new and established theoreticians and practitioners in these fields and provide them with new directions for research.

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Classification and Disease Prediction via Mathematical Programming	p. 1
Employing Optimization and Sensitivity Analyses Tools to Generate and Analyze Mathematical Models of T Cell Signaling Events	p. 43
Automated MR Image Processing and Analysis of Malignant Brain Tumors: Enabling Technology for Data Mining	p. 64
Nonparametric Smoothing and Its Applications in Biomedical Imaging	p. 85
A Continuous GRASP to Determine the Relationship between Drugs and Adverse Reactions	p. 106
AntModeler Analysis of Mechanical Stress Driven Transcription in Three Cell Types	p. 122
Application of Bayesian Networks and Data Mining to Biomedical Problems	p. 132
A Web Server for Mining Comparative Genomic Hybridization (CGH) Data	p. 144
Monkey Search: A Novel Metaheuristic Search for Global Optimization	p. 162
Approximation Algorithms of Non-Unique Probes Selection for Biological Target Identification	p. 174
Modeling and In Vitro and In Vivo Characterization of a Tissue Engineered Pancreatic Substitute	p. 185
Presence of Nonlinearity in Intracranial EEG Recordings: Detected by Lyapunov Exponents	p. 197
Quantification of the Impact of Vagus Nerve Stimulation Parameters on Electroencephalographic Measures	p. 206
Biclustering EEG Data from Epileptic Patients Treated with Vagus Nerve Stimulation	p. 220
Numerical Limitations in Application of Vector Autoregressive Modeling and Granger Causality to Analysis of EEG Time Series	p. 232
Quantitative Analysis on Electrooculography (EOG) for Neurodegenerative Disease	p. 246
Inverse Source Localization for EEG Using System Identification Approach	p. 254
Automated Image Processing and Analysis of Cartilage MRI: Enabling Technology for Data Mining Applied to Osteoarthritis	p. 262
Phase-rotated MR Spectroscopy Using Dual-PRESS: Theory and Application in the Human Brain	p. 277
Early Seizure Detection in an Animal Model of Temporal Lobe Epilepsy	p. 292
Optimization of Epilepsy Treatment with Vagus Nerve Stimulation	p. 308
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Data Mining, Systems Analysis, And Optimization In Biomedicine

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Data Mining, Systems Analysis, And Optimization In Biomedicine

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Table of Contents

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