Health Information Science
First International Conference, HIS 2012, Beijing, China, April 8-10, 2012. Proceedings
Published on 2. April 2012
XIII, 187 pages
978-3-642-29361-0 (ISBN)
Description
This book constitutes the refereed proceedings of the First International Conference on Health Information Science, held in Beijing, China, in April 2012. The 15 full papers presented together with 1 invited paper and 3 industry/panel statements in this volume were carefully reviewed and selected from 38 submissions. The papers cover all aspects of the health information sciences and the systems that support this health information management and health service delivery. The scope includes 1) medical/health/biomedicine information resources, such as patient medical records, devices and equipments, software and tools to capture, store, retrieve, process, analyze, optimize the use of information in the health domain, 2) data management, data mining, and knowledge discovery (in health domain), all of which play a key role in decision making, management of public health, examination of standards, privacy and security issues, and 3) development of new architectures and applications for health information systems.
More details
Other editions
Additional editions
Jing He | Xiaohui Liu | Elizabeth Krupinski
Health Information Science
First International Conference, HIS 2012, Beijing, China, April 8-10, 2012. Proceedings
Book
03/2012
Springer
€53.49
Shipment within 7-9 days
Content
- Title Page
- Preface
- Organization
- Table of Contents
- Keynotes Speech
- Telehealth Strategies and Information Technology Transform Patient Care within the U.S. Department of Veterans Affairs
- From Clinical Data to Knowledge Mining for Decision Making within Hospitals
- Session 1
- Industry Perspective
- Challenges and Opportunities for Health Information Systems Research
- E-health in Australia - A General Practitioner's Perspective
- Medical Devices: Panel Discussion
- Building Socioemotional Environments in Metaverses for Virtual Teams in Healthcare: A Conceptual Exploration
- Introduction
- Metaverses
- Conceptual Model Development
- Conclusion
- References
- Integrating Healthcare-Related Information Using the Entity-Attribute-Value Storage Model
- Introduction
- Information Integration in the Home Care Scenario
- Related Work on Information Integration in Healthcare
- Standards for Health Information Communication
- The Digital Patient Care Record as the Main Healthcare Information Storage
- The Entity-Attribute-Value Model
- The Main Concept of the Entity-Attribute-Value Model
- The Entity-Attribute-Value Concept as a Global Schema for Information Integration
- Transformation Processes
- Data Security and Access Rights for the EAV Storage Solution
- Evaluation
- Conclusions and Future Work
- References
- Median Polish with Power Transformations as an Alternative for the Analysis of Contingency Tables with Patient Data
- Introduction
- Median Polish
- Power Transformations
- Finding a Suitable Power Transformations for Median Polish
- Examples
- Conclusions
- Program Code
- References
- An Integrated Approach for Healthcare Planning over Multi-dimensional Data Using Long-Term Prediction
- Introduction
- Healthcare Planning Challenges
- Integrated Healthcare Data
- Emerging Challenges
- A Need for a Novel Long-Term Prediction Formulation
- Limitations of Long-Term Prediction over Tabular Structures
- Limitations of Long-Term Prediction over Temporal Structures
- Problem Formulation
- Tabular Formulation
- Time Sequence Formulation
- Problem Generalization
- Evaluation
- Solution Space
- Adopted Learning Approach
- Plugged Methodologies
- Related Research
- Conclusion
- References
- A Novel Automated Recognition System Based on Medical Machining CAD Models
- Introduction
- Related Work
- AFR System Design Process
- AFR Work Process and Data Flow Diagram
- Knowledge-Based System in AFR
- Three-Level of AFR Knowledge-Base
- Conclusion
- References
- Session 2
- Color Image Sharing Method Based on Lagrange's Interpolating Polynomial
- Introduction
- Theory of Image Sharing
- Theory of Image Sharing and Recovery Based on Lagrange Interpolation Polynomial
- Steps of Image Sharing and Recovery
- Algorithm for Image Sharing
- Image Segmentation and Splicing
- Image Compression and Decompression
- Quantify and Integrate
- Encoding and Decoding
- Decomposition and Integration
- Hiding and Extract
- Result of Experiment
- Comparison of Non-destructive Image Sharing in Different Galois Domain
- Suppose Large Prime Number Is 17
- Suppose Large Prime Number Is 257
- Suppose Large Prime Number Is 65287
- Comparison of Three Cases
- Conclusion
- References
- Automation in Cytomics: A Modern RDBMS Based Platform for Image Analysis and Management in High-Throughput Screening Experiments
- Introduction
- Workflow of the HTS Experiments
- System Architecture of the HTS Analysis Platform
- Database Design
- Related Work
- Conclusion
- References
- MRF Reconstruction of Retinal Images for the Optic Disc Segmentation
- Introduction
- Background
- Our Method
- Blood Vessels Segmentation
- Optic Disc Location
- Optic Disc Segmentation
- Foreground and Background Seeds Initialization.
- Graph for Optic Disc Segmentation.
- Results
- Conclusions
- References
- Normalized Cut Segmentation of Thyroid Tumor Image Based on Fractional Derivatives
- Introduction
- Principle of the Algorithm
- Image Enhancement Based on Fractional Differential
- Normalize Cut Based on Fractional Differential
- Experimental Results and Analysis
- Conclusions and Future Work
- References
- Cellular Neural Networks for Gold Immunochromatographic Strip Image Segmentation
- Introduction
- The Gold Immunochromatographic Strip Image and Problem Formulation
- Process of Gold Immunochromatographic Strip Image
- Canny Operator and Mathematical Morphology for GICS Reading Window Cutting
- Cellular Neural Networks
- Simulation Results and Discussion
- Performance of CNN for Image Segmentation
- Feature Calculation
- Conclusions
- References
- Session 3
- A New Classification Method for Human Gene Splice Site Prediction
- Introduction
- Related Work
- The New Method for Splice Site Prediction
- Feature Extraction
- Support Vector Machine (SVM)
- Experiments and Result Analysis
- Data Set
- Evaluation
- Classification Results
- Conclusions and Future Work
- References
- An Association Rule Analysis Framework for Complex Physiological and Genetic Data
- Introduction
- Related Works
- Proposed Solution
- Expected Results
- Conclusion
- References
- Analysis of Nursery School Observations for Understanding Children's Behavior
- Introduction
- Core Technological Problems
- System Setting
- Tracking a Target Child in the Captured Data
- Using the Template Analyzing a Target's Activities and Interactions with People
- Activity Recognition
- Interaction Analysis
- Experimental Results
- Activity Recognition
- Interaction Analysis
- Summarization of Children's Behavior
- Conclusion
- References
- Session 4
- Epidemic Outbreak and Spread Detection System Based on Twitter Data
- Introduction
- Overview of the EOSDS System
- Methods of Epidemics Outbreak and Spread Detection System
- Data Collection and Preprocessing
- Static Map
- Distribution Map and Two Step Coding
- Filter Map
- Visualization Results and Discussion
- Related Work
- Conclusions and Future Work
- References
- A Lightweight Approach for Extracting Disease-Symptom Relation with MetaMap toward Automated Generation of Disease Knowledge Base
- Introduction
- Method
- Result
- Discussion
- Related Works
- Conclusion
- References
- Novel Hybrid Feature Selection Algorithms for Diagnosing Erythemato-Squamous Diseases
- Introduction
- Hybrid Feature Selection Algorithms
- Generalized F-Score
- The Modified Classification Accuracy
- Several Hybrid Feature Selection Algorithms
- Experiments and Analysis
- Conclusion
- References
- Author Index
