Emerging trends in applications and infrastructures for computational biology, bioinformatics, and systems biology : systems and applications

Content: 
Front Matter,Copyright,List of Contributors,Preface,Introduction,AcknowledgmentsEntitled to full textSection I: Computational Biology - Methodologies and AlgorithmsChapter 1 - Using Methylation Patterns for Reconstructing Cell Division Dynamics: Assessing Validation Experiments, Pages 3-15
Chapter 2 - A Directional Cellular Dynamic Under the Control of a Diffusing Energy for Tissue Morphogenesis: Phenotype and Genotype, Pages 17-35
Chapter 3 - A Feature Learning Framework for Histology Images Classification, Pages 37-47
Chapter 4 - Spontaneous Activity Characterization in Spiking Neural Systems With Log-Normal Synaptic Weight Distribution, Pages 49-59
Chapter 5 - Comparison Between OpenMP and MPICH Optimized Parallel Implementations of a Cellular Automaton That Simulates the Skin Pigmentation Evolution, Pages 61-72
Chapter 6 - Structure Calculation of α, α/β, β Proteins From Residual Dipolar Coupling Data Using REDCRAFT, Pages 75-89
Chapter 7 - Architectural Topography of the α-Subunit Cytoplasmic Loop in the GABAA Receptor, Pages 91-105
Chapter 8 - Finding Long-Term Influence and Sensitivity of Genes Using Probabilistic Genetic Regulatory Networksa, Pages 107-120
Chapter 9 - The Application of Grammar Space Entropy in RNA Secondary Structure Modeling, Pages 121-138
Chapter 10 - Effects of Excessive Water Intake on Body-Fluid Homeostasis and the Cardiovascular System — A Computer Simulation, Pages 139-156
Chapter 11 - A DNA-Based Migration Modeling of the Lizards in Florida Scrub Habitat, Pages 157-169
Chapter 12 - Reconstruction of Gene Regulatory Networks Using Principal Component Analysis, Pages 171-179
Chapter 13 - nD-PDPA: n-Dimensional Probability Density Profile Analysis, Pages 181-196
Chapter 14 - Biomembranes Under Oxidative Stress: Insights From Molecular Dynamics Simulations, Pages 197-211
Chapter 15 - Feature Selection and Classification of Microarray Data Using Machine Learning Techniques, Pages 213-242
Chapter 16 - New Directions in Deterministic Metabolism Modeling of Sheep, Pages 243-252
Chapter 17 - Differentiating Cancer From Normal Protein-Protein Interactions Through Network Analysis, Pages 253-269
Chapter 18 - Predicting the Co-Receptors of the Viruses That Cause AIDS (HIV-1) in CD4 Cells, Pages 271-284
Chapter 19 - Cellular Automata-Based Modeling of Three-Dimensional Multicellular Tissue Growth, Pages 287-303
Chapter 20 - A Combination of Protein-Protein Interaction Network Topological and Biological Process Features for Multiprotein Complex Detection, Pages 305-315
Chapter 21 - Infogenomics: Genomes as Information Sources, Pages 317-324
Chapter 22 - Analysis of Large Data Sets: A Cautionary Tale of the Perils of Binning Data, Pages 327-332
Chapter 23 - Structural and Percolation Models of Intelligence: To the Question of the Reduction of the Neural Network, Pages 333-340
Chapter 24 - Analyzing TCGA Lung Cancer Genomic and Expression Data Using SVM With Embedded Parameter Tuning, Pages 343-356
Chapter 25 - State-of-the-Art Mock Human Blood Circulation Loop: Prototyping and Introduction of a New Heart Simulator, Pages 357-369
Chapter 26 - Framework for an Interactive Assistance in Diagnostic Processes Based on Probabilistic Modeling of Clinical Practice Guidelines☆, Pages 371-390
Chapter 27 - Motion Artifacts Compensation in DCE-MRI Framework Using Active Contour Model, Pages 391-409
Chapter 28 - Phase III Placebo-Controlled, Randomized Clinical Trial With Synthetic Crohn's Disease Patients to Evaluate Treatment Response, Pages 411-427
Chapter 29 - Pathological Tissue Permittivity Distribution Difference Imaging: Near-Field Microwave Tomographic Image for Breast Tumor Visualization, Pages 429-446
Chapter 30 - A System for the Analysis of EEG Data and Brain State Modeling, Pages 447-465
Chapter 31 - Using Temporal Logic to Verify the Blood Supply Chain Safety, Pages 467-492
Chapter 32 - Evaluation of Window Parameters of CT Brain Images With Statistical Central Moments, Pages 493-503
Chapter 33 - An Improved Balloon Snake Algorithm for Ultrasonic Image Segmentation, Pages 505-522
Chapter 34 - Brain Ventricle Detection Using Hausdorff Distance, Pages 523-531
Chapter 35 - Tumor Growth Emergent Behavior Analysis Based on Cancer Hallmarks and in a Cancer Stem Cell Context, Pages 533-543
Index, Pages 545-558