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Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications [[electronic resource].]: Medical Information Science Reference, 2019. — 1 online resource — <URL:http://elib.fa.ru/ebsco/2318624.pdf>.Дата создания записи: 06.12.2019 Тематика: Medical informatics.; Medicine — Data processing.; Big data.; Data mining. Коллекции: EBSCO Разрешенные действия: –
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Оглавление
- Cover
- Title Page
- Copyright Page
- Editorial Advisory Board
- List of Contributors
- Table of Contents
- Preface
- Section 1: Fundamental Concepts and Theories
- Chapter 1: A Guideline to Use Activity Theory for Collaborative Healthcare Information Systems Design
- Chapter 2: A Review of Type 1 Diabetes (T1D)
- Chapter 3: For Better Healthcare Mining Health Data
- Chapter 4: Population Health Management and the Science of Individuality
- Section 2: Development and Design Methodologies
- Chapter 5: A Yes/No Answer Generator Based on Sentiment-Word Scores in Biomedical Question Answering
- Chapter 6: Towards an Integrated Electronic Medical Records System for Quality Healthcare in Ghana
- Chapter 7: SOA Governance in Healthcare
- Chapter 8: KIIPF - An Integrated Inter-Operable Knowledge Management Process Framework for Healthcare
- Chapter 9: Semantic Health Mediation and Access Control Manager for Interoperability Among Healthcare Systems
- Chapter 10: A Conceptual Framework for an Extension Access Control Models in Saudi Arabia Healthcare Systems
- Chapter 11: Strategies of Virtual Screening in Medicinal Chemistry
- Chapter 12: Relationships between Models of Genetic Regulatory Networks with Emphasis on Discrete State Stochastic Models
- Chapter 13: Integral Equation Formulations and Related Numerical Solution Methods in Some Biomedical Applications of Electromagnetic Fields
- Chapter 14: Efficient Algorithm for Answering Fuzzy Medical Requests in Pervasive Healthcare Information Systems
- Chapter 15: Development of Portable Medical Electronic Device for Infant Cry Recognition
- Chapter 16: Efficient String Matching Algorithm for Searching Large DNA and Binary Texts
- Chapter 17: Concept Attribute Labeling and Context-Aware Named Entity Recognition in Electronic Health Records
- Chapter 18: Knowledge Management Process-Oriented Strategy for Healthcare Organizations
- Chapter 19: Use-Case Driven Approach for a Pragmatic Implementation of Interoperability in eHealth
- Chapter 20: Agent-Based Modelling in Multicellular Systems Biology
- Chapter 21: The Role of Artificial Intelligence in Clinical Decision Support Systems and a Classification Framework
- Chapter 22: Predictive Modeling of Surgical Site Infections Using Sparse Laboratory Data
- Chapter 23: Towards Semantic Interoperability in Health Data Management Facilitating Process Mining
- Chapter 24: A Secure Robust and Privacy Enhanced Mobile Healthcare Framework
- Chapter 25: An Intelligent Multi-Objective Framework of Pervasive Information Computing
- Section 3: Tools and Technologies
- Chapter 26: Detecting Human Diseases Relatedness
- Chapter 27: An Artificial Neural Network Classification of Prescription Nonadherence
- Chapter 28: Applying CI in Biology through PSO
- Chapter 29: Semantic Reconciliation of Electronic Health Records Using Semantic Web Technologies
- Chapter 30: Principles and Analysis of Biological Networks
- Chapter 31: Multiple Sequence Alignment Optimization Using Meta-Heuristic Techniques
- Chapter 32: GEView (Gene Expression View) Tool for Intuitive and High Accessible Visualization of Expression Data for Non-Programmer Biologists
- Chapter 33: An Affordable Hybrid Cloud Based Cluster for Secure Health Informatics Research
- Chapter 34: EEMI - An Electronic Health Record for Pediatricians
- Chapter 35: Constructing a Bioinformatics Platform with Web and Mobile Services Based on NVIDIA Jetson TK1
- Chapter 36: Genetic Diagnosis of Cancer by Evolutionary Fuzzy-Rough based Neural-Network Ensemble
- Chapter 37: Wired and Wireless Distributed e-Home Healthcare System
- Chapter 38: Hybrid Ensemble Learning Methods for Classification of Microarray Data
- Chapter 39: Fall Detection Depth-Based Using Tilt Angle and Shape Deformation
- Chapter 40: Energy Efficient Particle Optimized Compressed ECG Data over Zigbee Environment
- Chapter 41: Electromyogram and Inertial Sensor Signal Processing in Locomotion and Transition Classification
- Chapter 42: A Hybrid Kernel Extreme Learning Machine and Improved Cat Swarm Optimization for Microarray Medical Data Classification
- Chapter 43: Integrated Approach for Automatic Crackle Detection Based on Fractal Dimension and Box Filtering
- Chapter 44: Electromyography-Based Functional Electrical Stimulation (FES) in Rehabilitation
- Chapter 45: A Novel Delay-Based GFSK Demodulator in 65 nm CMOS for Low Power Biomedical Applications
- Chapter 46: Step Towards Interoperability in Nursing Practice
- Chapter 47: An Analysis of Factors Affecting Postnatal Depression Intervention Adherence
- Chapter 48: Modelling and Simulating Complex Systems in Biology
- Chapter 49: Analysis of Electrocardiogram Data Compression Techniques
- Chapter 50: A Study on Lifetime Enhancement and Reliability in Wearable Wireless Body Area Networks
- Section 4: Utilization and Applications
- Chapter 51: Pluralistic Tendencies in Healing Abantu Illness in the Contemporary South Africa
- Chapter 52: Kinect-Based Limb Rehabilitation Methods
- Chapter 53: Knowledge Acquisition Through Ontologies from Medical Natural Language Texts
- Chapter 54: Utilizing Combined Claims and Clinical Datasets for Research Among Potential Cases of Rare Diseases
- Chapter 55: PAGeneRN
- Chapter 56: Research Perspectives on Functional Micro and Nano Scale Coatings
- Chapter 57: Optimal Intervention Methods for Markovian Gene Regulatory Networks
- Chapter 58: Human-Data Interaction in Healthcare
- Chapter 59: An Optimized Graph-Based Metagenomic Gene Classification Approach
- Chapter 60: Healthy 3.0
- Chapter 61: Informed Consent in Healthcare
- Chapter 62: Towards User Authentication Requirements for Mobile Computing
- Chapter 63: Perceptions of Play
- Chapter 64: Pre-Implementation Case Studies Evaluating Workflow and Informatics Challenges in Private Primary Care Clinics for Electronic Medical Record Implementation
- Chapter 65: Extraction of Protein Sequence Motif Information using Bio-Inspired Computing
- Chapter 66: Classification of Breast Thermograms Using Statistical Moments and Entropy Features with Probabilistic Neural Networks
- Chapter 67: HIPAA Security and Privacy Rules Auditing in Extreme Programming Environments
- Chapter 68: The Cloud Gets Personal
- Chapter 69: Analysis of Healthcare Workflows in Accordance with Access Control Policies
- Chapter 70: Big Data and IoT-Allied Challenges Associated With Healthcare Applications in Smart and Automated Systems
- Section 5: Organizational and Social Implications
- Chapter 71: Shared Electronic Health Records as Innovation
- Chapter 72: Electronic Medical Record Implementation Challenges for the National Health System in Greece
- Chapter 73: Ethics of Electronic Health Record Systems
- Chapter 74: Hierarchy Similarity Analyser-An Approach to Securely Share Electronic Health Records
- Chapter 75: Patient Data De-Identification
- Chapter 76: Mobile Application for Patients' Waiting Time Control and Management of Diagnostic Imaging Examinations
- Chapter 77: Ensuring Privacy of Participants Recruited via Social Media
- Chapter 78: Implications of Molecular Docking Assay for Bioremediation
- Chapter 79: The Performance of Educational Institutions Through the Electronic Records Management Systems
- Chapter 80: Online Social Exergames for Seniors
- Chapter 81: Exploring the Role of Service Quality and Knowledge for Mobile Health Services
- Chapter 82: Effect of Power and Phase Synchronization in Multi-Trial Speech Imagery
- Chapter 83: Nursing Students' Perception of Medical Information Protection in Hospitals
- Chapter 84: Information Security Standards in Healthcare Activities
- Chapter 85: The Politics of Establishing ICT Governance for Large-Scale Healthcare Information Infrastructures
- Chapter 86: Inhibitors of Physicians' Use of Mandatory Hospital Information Systems (HIS)
- Chapter 87: Using Key Performance Indicators to Reduce Perceived Perioperative Complexity and Improve Patient Workflow
- Chapter 88: Building Intelligent Systems for Paying Healthcare Providers and Using Social Media to Detect Fraudulent Claims
- Chapter 89: Forensic Investigation of Digital Crimes in Healthcare Applications
- Section 6: Critical Issues and Challenges
- Chapter 90: Bidirectional Spreading Activation Method for Finding Human Diseases Relatedness Using Well-Formed Disease Ontology
- Chapter 91: An Investigation Into the Efficacy of Deep Learning Tools for Big Data Analysis in Health Care
- Chapter 92: Real Time Analysis Based on Intelligent Applications of Big Data and IoT in Smart Health Care Systems
- Chapter 93: The Impact of Healthcare Information Technology on Patient Outcomes
- Section 7: Emerging Trends
- Chapter 94: Role of Bioinformatics in Nanotechnology
- Chapter 95: Overview of Cellular Computing-Basic Principles and Applications
- Chapter 96: From Telecytology to Mobile Cytopathology
- Chapter 97: Examining the Influence of Information Technology on Modern Health Care
- Chapter 98: Early Detection of Dementia
- Chapter 99: Opportunities and Challenges of Big Data in Healthcare
- Chapter 100: Wireless Body Area Network for Healthcare Applications
- Chapter 101: Information and Communication Technologies in the Healthcare
- Chapter 102: Robotics in Surgical Techniques Robotics in Surgical Techniques
- Chapter 103: A Next Generation of IT
- Index
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