Зміст книги Medical Informatics: textbook / I.Y. Bulakh, Y.Y. Liakh, V.P. Martseniuk, I.Y. Khaimzon. — 4th edition
Introduction
SECTION 1. INFORMATION TECHNOLOGY IN HEALTH CARE
1.1. Basic Concepts of Medical Informatics
Information and Its Definition
Transmission of Information. The Scheme of Information Transfer. Sender, Channel and Receiver
Message Carriers
Determination of Information Content
Presentation of Information in Computer
Subject and Object of Medical Informatics
Medical Information and Its Types
Information, Data and Knowledge
Description of Data: Qualitative, Ordinal and Quantitative Data
Medical Data
Self-Control Questions
1.2. Network Technology
Basic Concepts of Computer Networks
Classification of Computer Networks
The Global Network Internet and Its Possibilities
Self-Control Questions
1.3. Health Care Information Resources
Fundamentals of Telemedicine
Evidence-Based Medicine. Principles of Evidence-Based Medicine
Self-Control Questions
SECTION 2. COMPUTER DATA AND METHODS OF THEIR ANALYSIS
2.1. Database Management Systems
Basic Concepts of Databases
Classification of Databases
The Main Types of Data Models
Classification of Modern Database Management Systems
Linguistic Means of Database Management Systems
The Future of Database Management Systems
Self-Control Questions
2.2. Coding and Classification
What Is Classification
Classification Systems in Ukraine
Self-Control Questions
2.3. Visualization of Biomedical Data
Formation of Medical Images: from Physiology to Information Processing
Medical Image as an Object of Medical Informatics
Methods of Obtaining Medical Images
Processing of Medical Images
Self-Control Questions
2.4. Methods in Biostatistics
Modern Technology of Data Analysis
Estimation of Distribution Parameters and Verification of Hypotheses
Regression Analysis
Self-Control Tests
2.5. Biosignals and Their Processing
Stages of Biosignal Analysis
Biosignals and Nonstationary Signals
Types of Signals
Analog-to-Digital Conversion
Self-Control Questions
SECTION 3. MEDICAL KNOWLEDGE AND DECISION MAKING
3.1. Formalization and Algorithmization of Medical Problems
Basic Concepts
Types of Algorithms and Their Flowcharts
Self-Control Questions
3.2. Formal Logic in Biomedical Problem Solving
Fundamentals of Propositional Calculus
Logical Operations and Truth Tables
Presentation of Logical Functions
Self-Control Questions
3.3. Logical and Probabilistic Models for Disease Diagnosis
Types of Diagnostic and Prognostic Technologies
Types of Medical Logic
Application of Probabilistic Logic in Diagnosis
Self-Control Questions
3.4. Modeling of Medical and Biological Processes
The Concept of System
The Concept of Model. Types of Models
Mathematical Modeling
Examples of Mathematical Models
Self-Control Questions
3.5. Knowledge Systems. Expert Systems
Knowledge Systems Architecture
Expert Systems in Medicine
Formal Models of Knowledge Visualization
Characteristics of Expert Systems
Examples of Expert Systems
Trends of Knowledge Systems Development
Self-Control Questions
3.6. Neural Networks
Basic Concepts
Neural Network Models
Neural Network Construction Algorithm
The Technique of Neural Network Construction in NEUROPRO 0.25
Self-Control Questions
SECTION 4. HEALTH CARE INFORMATION SYSTEMS
4.1. Medical Information Systems
Information Requirements
Classification of Medical Information Systems
Territorial and State Level Medical Information Systems
Self-Control Questions
4.2. Medical Device-Computer Systems
The Concept of Device-Computer Systems
Basic Principles of Medical Device-Computer Systems
Functional Diagnosis Systems
Monitoring Systems
Treatment Management Systems
Self-Control Questions
4.3. Hospital Information Systems
Types of Systems
Display of Scenario of Hospital Information Events
Hospital Information System Architecture
Electronic Medical Card
Hospital Document Management System
Self-Control Questions
4.4. Ethical and Legal Principles in Health Care
Protection of Medical Information
Organization of Medical Secrecy Protection
Threats to Confidentiality of Medical Records
Complex Protection Systems Implementation
Self-Control Questions
References
01054, м. Київ, вул.
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