Information Technologies in Biomedicine
Third International Conference, ITIB 2012, Gliwice, Poland, June 11-13, 2012. Proceedings
Erschienen am 3. Juni 2012
628 Seiten
978-3-642-31196-3 (ISBN)
Beschreibung
This book constitutes the refereed proceedings of the 4th International Conference on Information Technologies in Biomedicine, ITIB 2012, held in Goglin, Poland, in June 2012.
The 60 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on image analysis; signal processing; biocybernetics; biomaterials; bioinformatics and biotechnology; biomechanics and rehabilitation; assisted living systems.
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Ewa Pietka | Jacek Kawa
Information Technologies in Biomedicine
Third International Conference, ITIB 2012, Gliwice, Poland, June 11-13, 2012. Proceedings
Buch
06/2012
Springer
106,99 €
Versand in 7-9 Tagen
Inhalt
- Title
- Preface
- Organization
- Table of Contents
- Image Analysis
- Blood Vessel Segmentation in HRT Images for Glaucoma Early Detection
- Introduction
- Related Work
- Blood Vessel Segmentation
- Thresholding Approach
- Clean Edge Map Algorithm
- Conclusion
- References
- Enhancing the Quality of Layer Detection in Tomographic Images of the Eye
- Introduction
- Patients and Methods
- Measurement System
- Data Analysis Tool
- The Algorithm
- Patients and Examination
- Results
- Discussion
- References
- Segmentation of the Left Ventricle Using Active Contour Method with Gradient Vector Flow Forces in Short-Axis MRI
- Introduction
- An Active Contour Method with Gradient Vector Flow Forces
- Gradient Vector Flow
- Myocardial Wall Segmentation in Short-Axis
- The Endocardium Contour Delineation
- An Epicardium Contour Delineation
- Results and Concluding Remarks
- Dataset
- Results
- Conclusion and Remarks
- References
- White Matter Segmentation from MR Images in Subjects with Brain Tumours
- Introduction
- Methods
- Anisotropic Diffusion Filtering
- N-dimensional Histogram
- KFCM Clustering
- Clustering Validity Measure
- Region Growing
- Results
- Conclusions
- References
- 3D Fuzzy Liver Tumor Segmentation
- Introduction
- Methodology
- Preprocessing
- Anisotropic Diffusion
- Adaptive Region Growing
- Postprocessing
- Results
- Conclusion
- References
- Kernelized Fuzzy C-Means Method and Gaussian Mixture Model in Unsupervised Cascade Clustering
- Introduction
- Kernelized Methods
- Kernelized FCM Methods
- Kernelized CS Cluster Validity Measure
- Gaussian Mixture Model
- Unsupervised Cascade Clustering
- Results
- Clustering Results
- Segmentation Results
- Conclusions
- References
- Automatic Detection of Melanomas: An Application Based on the ABCD Criteria
- Introduction
- The ABCD Rule of Dermoscopy
- The Software System
- Preprocessing
- Border Extraction
- Feature Extraction
- Calculation and Classification
- Results
- Concluding Remarks
- References
- Subtle Directional Mammographic Findings in Multiscale Domain
- A Directional Finding on Mammogram
- Detection Methods of Architectural Distortions
- The Usefulness of Complex Wavelets Transform
- Features Extraction in Multiscale Domain
- Results
- Conclusion
- References
- Automatic Nuclei Detection on Cytological Images Using the Firefly Optimization Algorithm
- Introduction
- Medical Images Database
- Automatic Nuclei Detection
- Initialization
- The Algorithm
- Experimental Results
- Conclusions
- References
- Computer Assisted Location of the Lower Limb Mechanical Axis
- Introduction
- Methodology
- Fuzzy Connectedness
- Fuzzy C-Means Algorithm with Median Modification
- Numerical Results
- Conclusion
- References
- Automatic Early Stroke Recognition Algorithm in CT Images
- Background
- Materials and Methods
- Lower Density Regions by Stroke Slicer
- Extracted Texture Description by Multifaceted Approach
- Materials
- Experiments and Results
- Conclusions
- References
- The Design of a System for Assisting Burn and Chronic Wound Diagnosis
- Introduction
- System Structure
- Device for Recording Encircling Thermal Images/Videos
- Computer System Supporting the Wound Diagnostics
- Summary
- References
- The Feature Detection on the Homogeneous Surfaces with Projected Pattern
- Introduction
- Problem Formulation
- Feature Detectors
- Harris Detector
- Nobel's Auto-Correlation Modification
- Kanade-Tomasi Method
- Fast Radial Algorithm
- Test Method
- Results
- Conclusion
- References
- Sensed Compression with Cosine and Noiselet Measurements for Medical Imaging
- Introduction
- Material and Methods
- Theoretical Background
- Compression Scheme
- Measurement Procedure
- Processing Procedure
- Compression Procedure
- Experiments and Results
- Conclusions
- References
- An Image Processing Approach to Determination of Steel Fibers Orientation in ReinforcedConcrete
- Introduction
- Materials
- Methods
- Image Processing
- Statistical Analysis
- Conclusions
- References
- Signal Processing
- Multichannel Biomedical Signals Analysis Based on a Split-and-Collect Approach
- Introduction
- Basic Notions
- Similar Sections Detection in Single-Channel Signals
- Extensions of the Procedure
- Conclusions
- References
- Detection of Abnormalities in ECG
- Introduction
- Offline Prediction of ECG
- Detection of Abnormalities
- Reliability and Errors of Abnormality Detection
- Online Abnormality Detection
- Conclusion
- References
- Research into the Possibility to Use Impedance Rheocardiography in a Non-invasive Assessment of Haemodynamic Condition of Patients with Heart Diseases
- Introduction
- Physical Bases of Impedance Rheocardiography Method
- Aim
- Material and Methodology of Tests
- Material
- Procedure of Tests
- Results
- Discussion
- Conclusions
- References
- Ontology of EEG Mapping - Preliminary Research
- Introduction
- Introduction to Ontologies
- Ontologies in Brain Researches
- Building the OntoMap-EEG Ontology
- OntoMap-EEG Ontology Application - Use Cases
- Conclusions
- References
- Biocybernetics
- Control System of Bioprosthetic Hand Based on Advanced Analysis of Biosignals and Feedback from the Prosthesis Sensors
- Introduction
- Prosthesis Decision Control
- Multiclassifier System
- Preliminaries
- Randomized Reference Classifier
- Measure of Classifier Competence
- Dynamic Ensemble Selection System
- DES Systems at the First Level.
- Fusion Procedure at the Second Level.
- Tuning of Competence Measures
- Conclusion
- References
- Threshold-Crossing Model of Human Motoneuron
- Introduction
- Model Description
- Afterhyperpolarization and Threshold Time Course
- Tonic Synaptic Inflow
- Adjustment of Model Features to Real MNs
- Simulation of Nerve Stimulation
- Comparison of the Model Output with Experimental Results
- The Value Added by Computer Simulations
- Summary
- References
- CeDeROM Brain Computer Interface
- Introduction
- Existing Solutions
- OpenEEG
- NeuroSky MindWave
- Emotiv EPOC
- gTec.at devices
- Software
- Our Solution -- CeDeROM BCI
- Hardware
- Software Implementation
- Summary
- References
- Planimetric Pramaters of the Tree Test in a Quantitative Evaluation of the Susceptibility to Examination Stress and Acoustic Stress
- Introduction
- Psychometrics
- Study Aim
- Patients Tested and Measurement Methodology
- Subjects
- Tree Test
- Results
- Conclusions
- Discussion
- References
- The Methodology of Designing Serious Games for Children and Adolescents Focused on Psychological Goals
- Serious Games for Psychology
- Determination of Psychology Goals in Games
- Psychological Mechanisms of Game Influence
- Game Scenarios
- Game for Pre-school Children
- Game for Adolescents
- Summary
- References
- Phase Angles of Sound as a Biometric Feature
- Human Voice
- Voice in Biometrics
- Experiment
- Measurement Equipment
- Study Description
- Phase Extraction Method
- Analysis
- Conclusions
- References
- Strengthening a Cryptographic System with Behavioural Biometric
- Biometrics vs Cryptography
- Biocryptographic System
- Biometric System
- MVL-LFSR Generators
- Algorithm of the Key Code Generator
- Experiments
- Conclusions
- References
- Driver Biomedical Support System
- Introduction
- The Physiological Basis of the Human Thermoregulation
- Body Temperature Registration as a Function of the Driving Style and the Heart Rate
- Results
- Analysis of Temperature Distribution in the Cabin of the Vehicle
- Analysis of Temperature Distribution in the Cabin of the Vehicle
- Conclusions
- References
- First Measurements with Objective Bipolar Electrogustometer
- Introduction
- The Construction of the System for Recording Gustatory Evoked Potentials (GEPs)
- The Study
- Summary
- References
- Evidence of S. Cerevisiae Proliferation Rate Control via Exogenous Low Frequency Electromagnetic Fields
- Introduction
- Materials and Methods
- Exposure Apparatus
- Yeast Strands and Exposure Protocol
- Evaluation Methods
- Results
- Results Discussion and Conclusion
- References
- The Novel Approach to the Estimation of the Blood Volume in the POLVAD Prosthesis
- Introduction
- State of Art
- Researches
- Results
- Conclusion
- References
- The Numerical Modelling of the Heat Transfer Processes within Neonate's Body Based on the Simplified Geometric Model
- Introduction
- The Geometric Model
- The Numerical Model
- Selected Results
- Summary
- References
- Biomaterials
- Comparison of Numerical and Experimental Analysis of Plates Used in Treatment of Anterior Surface Deformity of Chest
- Introduction
- Materials and Methods
- Finite Element Method Analysis
- Biomechanical Analysis
- Results
- Results of Numerical Analysis
- Results of Biomechanical Analysis
- Conclusion
- References
- Non-destructive Investigation of the Artificial Heart Valves Using Eddy Current Testing - An Innovative Approach
- Introduction
- Eddy Current Testing Method
- Pulsed Eddy Current Testing
- Sweep Frequency Eddy Current Testing
- Numerical Investigation - Model
- SFECT Numerical Simulations
- PEC Numerical Simulations
- Numerical Simulations Results
- Experimental Set-Up
- Conclusion
- References
- Numerical Analysis of the Implant - Abutment System
- Introduction
- Materials and Methods
- Results
- Conclusions
- References
- Experimental Research on Plate for Corrective Osteotomy
- Introduction
- Materials and Methodology
- Results
- Conclusion
- References
- The Panoramic Visualization of Metallic Materials in Macro- and Microstructure of Surface Analysis Using Microsoft Image Composite Editor (ICE)
- Introduction
- Component Photo for Panoramic Visualization
- Microsoft Image Composite Editor (ICE)
- The Creation of Panoramic Visualization
- Algorithms Implemented in Microsoft Image Composite Editor (ICE)
- Result
- Conclusions
- References
- Electrochemical Properties of Ti-6Al-4V ELI Alloy after Anodization
- Introduction
- Materials and Methods
- Results
- Conclusions
- References
- Application of Electrochemical Impedance Spectroscopy for Comparison Analysis of Surface Modified Ti-6Al-4V ELI and Ti-6Al-7Nb Alloys
- Introduction
- Materials and Methods
- Results
- Conclusions
- References
- Impedance Spectroscopy Study of the Electrochemical Corrosion of Steel Wire Used in Cardiologic Leaders
- Introduction
- Material and Methods
- Results
- Conclusions
- References
- Effect of Surface Pretreatmenton Corrosion Resistance of AnodicallyOxidized Ti6Al7Nb Alloy
- Introduction
- Material and Methods
- Results
- Crevice Corrosion Results
- Pitting Corrosion Results
- The Results of Penetration of the Metallic Ions to the Solution
- Microscopic Observations
- Discussion
- Summary
- References
- Bioinformatics and Biotechnology
- Features of DNA Signals Codistribution in High-Content Screening of Drug-Induced Demethylation in Cancer Cells
- Introduction
- Materials and Methods
- High-content Screening Platform Overview
- Divergence of DNA Signals Codistribution
- Slope of DNA Signals Codistribution
- Results
- Discussion and Conclusions
- References
- Genome Assembler for Repetitive Sequences
- Introduction
- Algorithm
- Preliminary Results
- Conclusion
- References
- Techniques of Biclustering in Gene Expression Analysis
- Introduction
- Biclustering vs. Clustering
- Biclustering Algorithms
- Cheng and Church Algorithm
- Applications
- References
- Neural Network-Based Method for Peptide Identification in Proteomics
- Introduction
- Materials and Methods
- Statistical Significance of Peptide Identification
- Spectra Quality Assessment Method
- Peptide Identification Method
- Results
- Spectra Quality
- Peptide Identification
- Conclusions
- References
- Artifical Images for Evaluation of Segmentation Results: Bright Field Images of Living Cells
- Introduction
- Related Works
- Characteristic of Cells and Its Images in Microscopic Bright Field Observation
- Cell Population and Experimental Set Up
- Characteristics of Experimental Images
- ProposedMethod
- Results and Discussion
- Conclusions
- References
- Estimation of Fractal Dimension According to Optical Density of Cell Nuclei in Papanicolaou Smears
- Introduction
- Cytoscreening
- Estimation of Fractal Dimension
- Fractal Dimensions of the Cell Nuclei
- Triangular Prism Technique
- Comparison of the Fractal Dimensions for Optical Density
- Conclusions and Further Works
- References
- Biomechanics and Rehabilitation
- Kinematic Differences in Gait Obtained for People with Right and Left Paresis
- Introduction
- Methods
- Results
- Discussion
- Conclusions
- References
- Numerical Analysis of the Strength of Prototype Device for Rehabilitation of Lower Limbs
- Introduction
- Method
- Results
- Conclusions
- References
- Control System of the Lower Limb Rehabilitation Robot
- Introduction
- Control System Assumptions
- Structure of the Robot Control System
- Conclusions
- References
- Gas Transport in Human Lungs - Modelling and Simulation
- Introduction
- Mathematical Model Description
- Method of Solution
- Results
- Conclusions
- References
- Assisted Living Systems
- Layered Design of an Assisted Living System for Disabled
- Introduction
- State of the Art
- Health Surveillance Subsystem
- Environment Control Subsystem
- A Layered Approach to the System Design
- The Sensor Layer
- The Infrastructure Layer
- The Decision Layer
- Implementation
- Conditions and Results of Tests
- Testing Conditions
- Test Results
- Discussion
- References
- Geoinformation Technologies in Biomedicine and Health Care: Review of Scientific Journals
- Introduction
- Investigation Methods
- Results
- Result in the Group of Journals from the Field of Geoinformation
- Result in the Group of Journals from the Field of Biomedicine and Health Care
- Thematic Fields of Application of Geoinformation Technologies for Biomedicine and Health Care
- Conclusions
- References
- The Use of Mobile Devices in the Care and Home Monitoring of the Elderly and the Sick
- Introduction
- Methods
- System Structure
- Mobile Devices Configuration
- General Practitioner Mobile Applications
- Communication Protocol
- Assisted Person Mobile Applications
- Discussion
- Conclusion
- References
- Combining Pattern Matching and Optical Flow Methods in Home Care Vision System
- Introduction
- System Description and Configuration
- Image Segmentation
- Feature Extraction
- Pose Recognition
- Configuration and Dynamical Adaptation
- Communication with Medical Services
- Results and Discussion
- Summary
- References
- Wearable Mobile Network as an Integrated Part of Assisted Living Technologies
- Introduction
- Intelligent Clothing Overviews
- Levi's Philips Jacket
- Eco
- Wealthy
- LifeGuard
- Implementing Wearable Monitoring Systems
- Remote Patient Supervision Based on ECG and GPS Wearable Sensors
- Prototype of a Monitoring System Based on ECG and Motion Signal
- Design of a Clothing-Embedded Monitoring System
- Research Tasks and Project Schedule
- Discussion
- Conclusion
- References
- A Metropolitan Assistive System for Disabled and the Elderly
- Introduction
- TheAimsoftheProject
- Basic Assumptions
- Human-Computer Interface
- Location Monitoring
- Posture Monitoring
- Summary
- References
- Fast and Robust Method for Wheezes Recognition in Remote Asthma Monitoring
- Introduction
- Real Lung Sounds
- Lung Sounds Descriptors
- Experimental Comparison
- Conclusion
- References
- Vision Based Facial Action Recognition System for People with Disabilities
- Introduction
- Machine Vision Human-Computer Interaction
- Framework Outline
- Details of the Initialization Algorithm
- Tracking Algorithm
- Facial Action Detection
- Experimental Results
- Conclusions
- References
- Gaze Pattern Lock for Elders and Disabled
- Introduction
- Method
- Feature-Based Approach
- Gaze Pattern Matching
- Results
- Feature-Based Approach
- Gaze Pattern Matching
- Discussion and Conclusions
- References
- Indexing and Retrieval of Medical Resources for a Telemedical Platform
- Introduction
- Materials and Methods
- MeSH
- Medical Repositories
- Architecture of the Indexing and Retrieval Service
- Extractor
- Indexer
- Searcher
- Computational Experiment
- Test Collections
- Experimental Design
- Results
- Discussion
- References
- Author Index
