Bioinformatics and Biomedical Engineering: 5th International Work-Conference, IWBBIO 2017, Granada, Spain, April 26-28, 2017, Proceedings

Front Matter....Pages I-XXXIII
Front Matter....Pages 1-1
Health Monitoring System Based on Parallel-APPROX SVM....Pages 3-14
Machine Learning for Critical Care: An Overview and a Sepsis Case Study....Pages 15-30
Front Matter....Pages 31-31
A Meta-Review of Feature Selection Techniques in the Context of Microarray Data....Pages 33-49
Immune Network Technology on the Basis of Random Forest Algorithm for Computer-Aided Drug Design....Pages 50-61
H-RACER: Hybrid RACER to Correct Substitution, Insertion, and Deletion Errors....Pages 62-73
A Multi-sensor Approach for Biomimetic Control of a Robotic Prosthetic Hand....Pages 74-84
Feature Selection in Multiple Linear Regression Problems with Fewer Samples Than Features....Pages 85-95
Colormetric Experiments on Aquatic Organisms....Pages 96-107
Predicting Comprehensive Drug-Drug Interactions for New Drugs via Triple Matrix Factorization....Pages 108-117
Diagnosis of Auditory Pathologies with Hidden Markov Models....Pages 118-133
Biclustering Based on Collinear Patterns....Pages 134-144
A Data- and Model-Driven Analysis Reveals the Multi-omic Landscape of Ageing....Pages 145-154
Experimental Investigation of Frequency Chaos Game Representation for in Silico and Accurate Classification of Viral Pathogens from Genomic Sequences....Pages 155-164
Gamified Mobile Blood Donation Applications....Pages 165-176
Medical Entity Recognition and Negation Extraction: Assessment of NegEx on Health Records in Spanish....Pages 177-188
RISK: A Random Optimization Interactive System Based on Kernel Learning for Predicting Breast Cancer Disease Progression....Pages 189-196
Revealing the Relationship Between Human Genome Regions and Pathological Phenotypes Through Network Analysis....Pages 197-207
Variety Behavior in the Piece-Wise Linear Model of the p53-Regulatory Module....Pages 208-219
Multi-omic Data Integration Elucidates Synechococcus Adaptation Mechanisms to Fluctuations in Light Intensity and Salinity....Pages 220-229
MASS Studio: A Novel Software Utility to Simplify LC-MS Analyses of Large Sets of Samples for Metabolomics....Pages 230-244
Front Matter....Pages 245-245
Adsorption of Bilirubin Toxin in Liver by Chitosan Coated Activated Carbon Prepared from Date Pits....Pages 247-260
Investigation of the Feasibility of Strain Gages as Pressure Sensors for Force Myography....Pages 261-270
Geometric Modelling of the Human Cornea: A New Approach for the Study of Corneal Ectatic Disease. A Pilot Investigation....Pages 271-281
Virtual Surgical Planning for Mandibular Reconstruction: Improving the Fibula Bone Flap....Pages 282-291
Elbow Orthosis for Tremor Suppression – A Torque Based Input Case....Pages 292-302
Gremlin Language for Querying the BiographDB Integrated Biological Database....Pages 303-313
Modelling of Glucose Dynamics for Diabetes....Pages 314-324
Medical Planning: Operating Theatre Design and Its Impact on Cost, Area and Workflow....Pages 325-332
Front Matter....Pages 333-333
Recognition of Stages in the Belousov-Zhabotinsky Reaction Using Information Entropy: Implications to Cell Biology....Pages 335-346
Back Pain During Pregnancy and Its Relationship to Anthropometric Biomechanical Parameters....Pages 347-357
Bioimaging - Autothresholding and Segmentation via Neural Networks....Pages 358-368
Maximal Oxygen Consumption and Composite Indices of Femoral Neck Strength in a Group of Young Women....Pages 369-375
Microaneurysm Candidate Extraction Methodology in Retinal Images for the Integration into Classification-Based Detection Systems....Pages 376-384
A Bio-inspired Algorithm for the Quantitative Analysis of Hind Limb Locomotion Kinematics of Laboratory Rats....Pages 385-396
Quantization and Equalization of Pseudocolor Images in Hand Thermography....Pages 397-407
Superficial Dorsal Hand Vein Estimation....Pages 408-418
Automatic Removal of Mechanical Fixations from CT Imagery with Particle Swarm Optimisation....Pages 419-431
Augmented Visualization as Surgical Support in the Treatment of Tumors....Pages 432-443
Salient Networks: A Novel Application to Study Brain Connectivity....Pages 444-453
Clustering of Food Intake Images into Food and Non-food Categories....Pages 454-463
Front Matter....Pages 333-333
Feature Extraction Using Deep Learning for Food Type Recognition....Pages 464-472
Front Matter....Pages 473-473
Degrees of Freedom in a Vocal Fold Inverse Problem....Pages 475-484
Information Limits of Optical Microscopy: Application to Fluorescent Labelled Tissue Section....Pages 485-496
Hands-Free EEG-Based Control of a Computer Interface Based on Online Detection of Clenching of Jaw....Pages 497-507
Wavelet Decomposition Based Automatic Sleep Stage Classification Using EEG....Pages 508-516
An Impact of Severe Preeclampsia on Cardiovascular System Adaptation of Newborns in Early Neonatal Period....Pages 517-523
Classification Algorithms for Fetal QRS Extraction in Abdominal ECG Signals....Pages 524-535
Evaluation of Algorithms for Automatic Classification of Heart Sound Signals....Pages 536-545
Automatic Glissade Determination Through a Mathematical Model in Electrooculographic Records....Pages 546-556
Evaluation of the Differentiation of Noisy Electrooculographic Records Using Continuous Wavelet Transform....Pages 557-566
Front Matter....Pages 567-567
Scores of Intestinal Fibrosis from Wavelet-Based Magnetic Resonance Imaging Models....Pages 569-578
Secret Life of Tiny Blood Vessels: Lactate, Scaffold and Beyond....Pages 579-590
Increasing of Data Security and Workflow Optimization in Information and Management System for Laboratory....Pages 591-601
Front Matter....Pages 602-613
GIS-Aided Modelling of Two Siberian Reservation Sites....Pages 615-615
What Can the Big Data Eco-System and Data Analytics Do for E-Health? A Smooth Review Study....Pages 617-628
On the Ability to Reconstruct Ancestral Genomes from Mycobacterium Genus....Pages 629-641
Representativeness of a Set of Metabolic Pathways....Pages 642-658
Back Matter....Pages 659-667
....Pages 669-673