Biomedical Engineering Systems and Technologies
Third International Joint Conference, BIOSTEC 2010, Valencia, Spain, January 20-23, 2010, Revised Selected Papers
Published on 2. March 2011
XIII, 408 pages
978-3-642-18472-7 (ISBN)
Description
This book constitutes the thoroughly refereed post-conference
proceedings of the Third International Joint Conference on Biomedical
Engineering Systems and Technologies, BIOSTEC 2010, held in Valencia,
Spain, in January 2010.
The 30 revised full papers presented together with 1 invited lecture
were carefully reviewed and selected from a total of 410 submissions in
two rounds of reviewing and improvement. The papers cover a wide range
of topics and are organized in four general topical sections on
healthinf, biodevices, biosignals, and bioinformatics.
More details
Series
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Illustrations
XIII, 408 p. 166 illus., 81 illus. in color.
File size
10,68 MB
ISBN-13
978-3-642-18472-7 (9783642184727)
DOI
10.1007/978-3-642-18472-7
Schweitzer Classification
Other editions
Additional editions
Ana Fred | Joaquim Filipe | Hugo Gamboa
Biomedical Engineering Systems and Technologies
Third International Joint Conference, BIOSTEC 2010, Valencia, Spain, January 20-23, 2010, Revised Selected Papers
Book
02/2011
1st Edition
Springer
€106.99
Shipment within 5-7 days
Content
- Intro
- Title
- Preface
- Organization
- Table of Contents
- Invited Papers
- Personal Health:The New Paradigm to Make Sustainable the Health Care System
- Introduction
- Telemedicine and Health
- New Paradigm for Health Care Systems
- Disruptive Innovation
- Chronic Disease Challenge
- Personal Health Systems
- Information and Communication Technologies (ICT)
- RFID
- Sensors
- Internet 2.0
- Electronic Health Records
- Ambient Intelligence
- Conclusions
- References
- Part I Health Informatics
- Registration and Fusion Techniques for Medical Images: Demonstration and Evaluation
- Introduction
- System Architecture
- Data Collection and Data Management Subsystem
- Medical Data Preprocessing Subsystem
- Medical Data Alignment Subsystem
- Medical Data Fusion Subsystem
- Graphical Interface Subsystem
- Working Environment
- Pilot Scenario
- Quantitative Analysis of Registration Results
- Three-Dimensional Display of Anatomic Structures
- Conclusions
- References
- Prediction of Pancreatic Cancer Survival through Automated Selection of Predictive Models
- Introduction
- Machine Learning
- Classical Meta-learning
- Proposed Automated Model Selection Meta-learning Approach
- Plan of the Paper
- Pancreatic Cancer Clinical Datasets
- Pre-operative and All-attributes Predictive Attribute Sets
- Prediction Target Attribute
- Summary of Datasets Considered
- Learning to Predict the Best Performing Model
- Model Selection Meta-learning for Prediction
- Training the Model Selection Metalearner
- Evaluation
- Preprocessing and Predictive Techniques Used
- Experimental Protocol
- Results and Discussion
- Conclusions
- References
- Web of Active Documents: An Architecture for Flexible Electronic Patient Records
- Motivations and Background
- Webs of Active Documents
- Datoms, Didgets and Templates
- Mechanisms in the WOAD Framework
- Interaction with the WOAD Architecture
- Conclusions and Future Work
- References
- A Personalization Environment for Multi-version Clinical Guidelines
- Introduction
- Versioning of Clinical Guidelines
- Temporal Versioning
- Semantic Versioning
- An XML Data Model for Multi-version Guidelines
- Manipulation and Retrieval Operations
- Prototype Implementation
- Conclusions and Future Work
- References
- Dynamic Routing Using Health Information Policy with Apache Camel
- Introduction
- Background
- Message-Oriented Middleware (MOM)
- Enterprise Integration Patterns
- Apache Camel
- Health Information Policy
- Implementing Information Policy
- Routing Based on Medical Context
- Enriching Messages with Medical Context
- Test Scenario
- Conclusions
- References
- A Personal Health Record System for Emergency Case Management
- Introduction
- Related Work
- Motivating Scenario
- System Architecture
- Security Architecture
- Access Control Policies
- Context Information Management
- Implementation Issues
- Concluding Remarks
- References
- A Method for Representing and Querying Temporal Information in OWL
- Introduction
- Background
- Temporal Model
- Temporal Querying
- Basic Temporal Queries: Allen's Operators
- More Advanced Temporal Queries: Grouping and Aggregation
- More Advanced Temporal Queries: Temporal Collections
- Conclusions
- References
- Designing a Telemedical System for Cardiac Exercise Rehabilitation
- Introduction
- Rehabilitation after Cardiac Events
- User Centered Design of Telemedicine Applications
- Technical Requirements of Telemedicine Applications
- Related Work
- Background: OSAmI-D
- A User Study
- Interview Lead through
- The Current Setting
- Results
- User Interface Design
- Mockups
- Conclusions
- References
- A Value and Model Driven Method for Patient Oriented KPI Design in Health Care
- Introduction
- Related Work
- Method for Value Based KPI Identification
- Task 1: Develop Value Model
- Task 2: Generate Technical KPIs
- Task 3: Generate Functional KPIs
- Method Application
- Concluding Remarks
- References
- Part II Biomedical Electronics and Devices
- Encapsulated Multi-vesicle Assemblies of Programmable Architecture: Towards Personalized Healthcare
- Introduction
- Material and Methods
- Results
- Discussion
- Encapsulation
- Compartmentalization
- Composition Control
- Conclusions
- References
- Adaptive RBF-HMM Bi-Stage Classifier Applied to Brain Computer Interface
- Introduction
- Experimental Procedure
- Flow of Activities in the Experimental Process
- Electrode Position
- Description of Cognitive Activities
- Description of the Classifier
- Introduction
- Preprocessing
- Training of the Neural Network
- Description of Hidden Markov Models
- Training of the Hidden Markov Models
- Results
- Evaluation of the Learning Capability
- Evaluation of the Generalisation Capability
- Discussion
- Conclusions
- References
- Thermal Characteristics of Microcantilever Biosensors
- Introduction
- Theory and Numerical Analysis
- Numerical Analysis
- Results and Discussion
- Conclusions
- References
- Prosodic Speech Restoration Device: Glottal Excitation Restoration Using a Multi-resolution Approach
- Introduction
- Speech Rehabilitation for Alaryngeal Speakers
- Characteristics of Pathological Speech
- Multi-resolution Voice Restoration
- Method
- Long-Term Pitch Estimation
- Middle-Term Pitch Restoration
- Short-Term Pitch Restoration
- Results
- Conclusions
- References
- An Investigation on ALD Thin Film Evanescent Waveguide Sensor for Biomedical Application
- Introduction
- Fabrication
- Buckling of Thin Film
- Front Side Fabrication
- Propagation Losses
- Free Standing Structure
- Free Standing Processing
- New Structure Definition
- Conclusions
- References
- Part III Bio-inspired Systems and Signal Processing
- Probabilistic Patient Monitoring with Multivariate, Multimodal Extreme Value Theory
- Introduction
- Existing Patient Monitors
- Intelligent Patient Monitoring
- Contributions in This Paper
- Classical Extreme Value Theory
- Redefining ``Extrema''
- Density Estimation
- Method
- Introduction
- Detail of Method
- Novelty Score Assignment
- Validation on Simulated Data
- Application to Vital-sign Data
- Discussion
- Conclusions
- Future Work
- Downloadable Content
- References
- Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification
- Introduction
- State of the Art
- Theoretical Background
- Weighted SVM Classifier
- Hermite Basis Functions
- Higher Order Statistics
- ECG Database and Preprocessing
- Feature Extraction
- Experiments and Results
- Feature Relevance Assessment
- Peformance Evaluation
- Conclusions
- References
- The Investigation and Clinical Significance of Resonance in the Heart Rate and Vascular Tone Baroreflexes
- Introduction
- 0.1 Hz Resonance in the CVS
- Prior Studies: 0.1 Hz Resonance in the CVS Caused by Respiration
- Study 1: 0.1 Hz Resonance in the CVS Caused by Rhythmical Muscle Tension
- Study 2: 0.1 Hz Resonance in the CVS Caused by Emotional Pictures Cues
- 0.03 Hz Resonance in the CVS
- Study 1: 0.03 Hz Resonance in the CVS Caused by Aversive Sound
- Study 2: 0.03 Hz Resonance in the CVS Caused by Negative Emotional Pictures
- Discussion
- Conclusions
- References
- Glottal Inverse Filtering of Speech Based on Homomorphic Prediction: A Cepstrum-Based Algorithm Not Requiring Prior Detection of Either Pitch or Glottal Closure
- Introduction
- Simulated Voice Signals
- Simulation Model
- Characteristics of Simulated Glottal Signals
- Inverse Filtering Algorithms
- Iterative Adaptive Inverse Filtering (IAIF)
- Homomorphic Prediction (HoP)
- Results
- Conclusions
- References
- Texture Discrimination with Artificial Whiskers in the Robot-Rat Psikharpax
- Introduction
- System Description
- Texture Discrimination
- Feature Extraction
- Fixed Head Experiment
- Mobile Robot Experimentation
- Discussion
- Conclusions
- References
- Heart Rate Variability and the Acceleration Plethysmogram Signals Measured at Rest
- Introduction
- Data
- Methodology
- Detection of a-Waves
- HRV Analysis
- Results
- Conclusions
- References
- Emotional Face Perception in Healthy Subjects and Parkinson's Disease: An Effective Connectivity Study
- Introduction
- Methods
- Effective Connectivity Analysis
- Results
- Discussion
- Conclusions
- References
- Biometric Authentication with Electroencephalograms: Evaluation of Its Suitability Using Visual Evoked Potentials
- Introduction
- Electroencephalograms
- Visual Evoked Potentials (VEPs)
- Related Work
- An EEG-Based Authentication System Using VEP
- Personal Classifiers
- Authentication Process
- Description of the Data Set
- Feature Array Extraction
- The Feature Classifier
- Experimentation
- Overall Evaluation Results
- Evaluation of Individual Classifiers
- Open Issue: Constancy
- Conclusions
- References
- Part IV Bioinformatics
- Reconstructing the Phylogenetic Relationships of the Cyclophyllidean Cestodes: A Case Study Using ITS2 rDNA and Sequence-Structure Alignment
- Introduction
- Materials and Methods
- Sequence Alignments and Molecular Phylogenetic Analysis
- Bayeasian Phylogenetic Analysis
- ITS2 Secondary Structure Prediction and Sequence Structure Alignment Footnotes
- Results
- Neighbour-Joining (NJ) and Maximum Parsimony (MP) Trees
- Bayesian Phylogeny
- Secondary Structure Analysis and GC Content
- Discussion
- Conclusions
- References
- ReHap: A Framework for Single Individual Haplotyping from Next-Generation Sequencing Data
- Introduction
- Functionalities
- Algorithms Supported
- Algorithms Evaluation
- Experiments
- Conclusions
- References
- Inference of Large Phylogenies Using Neighbour-Joining
- Introduction
- Methods
- The Neighbour-Joining Method
- RapidNJ
- Reducing the Memory Consumption of RapidNJ
- An I/O Algorithm for Building Very Large Trees
- Improving the Search Heuristic
- Experiments
- Experimental Setup
- Results and Discussion
- Conclusions
- References
- Prediction of Minimum Free Energy Structure for Simple Non-standard Pseudoknot
- Introduction
- Simple Non-standard Pseudoknots
- Problem Definition
- Prediction Algorithm
- Subregion in Simple Non-standard Pseudoknot
- Dynamic Programming Algorithm
- Conclusions
- References
- Intra- and Inter-Molecular Coevolution: The Case of HIV1 Protease and Reverse Transcriptase
- Introduction
- Materials and Methods
- Sequence Data
- Information Theoretical Measures on (Co-)evolution
- Results
- Comparing Intra- and Inter-Protein Co-evolution of Residues
- Co-evolution between Residues in the PR and the RT?
- Discussion and Summary
- References
- Structured Output Prediction of Novel Enzyme Function with Reaction Kernels
- Introduction
- Enzyme Function Prediction
- Annotation Transfer Approaches
- Machine Learning Approaches
- Structured Output Learning
- Joint Kernels
- Learning Task
- Preimage Problem
- Kernels for Chemical Reactions
- Kernels for Molecule Graphs
- Sum-of-Reactants Kernel
- Reactant-Matching Kernels
- Experiments
- Data
- Compared Methods
- Measure of Success
- Results
- Discussion and Future Work
- References
- A Parallel Algorithm for Counting Subgraphs in Complex Networks
- Introduction
- Preliminaries
- Network Terminology
- Subgraph Census
- Related Work
- Parallel Algorithms
- Core Sequential Unit
- Initial Parallel Approaches
- Adaptive Parallel Enumeration
- Results
- Conclusions
- References
- Efficient Searching for Motifs in DNA Sequences Using Position Weight Matrices
- Introduction
- Position Weight Matrices
- Algorithm
- Algorithm Performance
- Space Performance
- Time Performance
- Discussion
- References
- Author Index
