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Biomedical Information
Technology
Edited by David Dagan Feng |
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Cat.# EL-BME2 |
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Published: 2008
ISBN: 9780123735836 |
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Key Features
- The world's most recognized authorities give their
";best practices"; ready for implementation
- Provides professionals with the most up to date and
mission critical tools to evaluate the latest advances
in the field and current integrated clinical
applications
- Gives new staff the technological fundamentals and
updates experienced professionals with the latest
practical integrated clinical applications
Description
The enormous growth in the field of biotechnology
necessitates the utilization of information technology
for the management, flow and organization of data. The
field continues to evolve with the development of new
applications to fit the needs of the biomedicine. From
molecular imaging to healthcare knowledge management,
the storage, access and analysis of data contributes
significantly to biomedical research and practice. All
biomedical professionals can benefit from a greater
understanding of how data can be efficiently managed and
utilized through data compression, modelling,
processing, registration, visualization, communication,
and large-scale biological computing. In addition the
book contains practical integrated clinical applications
for disease detection, diagnosis, surgery, therapy, and
biomedical knowledge discovery, including the latest
advances in the field, such as ubiquitous M-Health
systems and molecular imaging applications.
Table of Contents:
Section I: Technological Fundamentals
Chapter 1. Medical Imaging Dr. Xiaofeng Zhang,
Dr. Nadine Smith and Prof. Andrew Webb
1.1 Introduction 1.2 Digital radiography 1.3 Computed
tomography 1.4 Nuclear medicine 1.5 Ultrasonic imaging
1.6 Magnetic resonance imaging 1.7 Diffuse optical
imaging 1.8 Biosignals 1.9 Appendix 1.10 Exercises 1.11
Bibliography 1.12 Index
Chapter 2. Electronic Medical Record (EMR)
2.1 Introduction 2.2 Medical data and patient record
2.3 Terminology standards – vocabulary and a clinical
coding system1 2.4 Information exchange standards 2.5
Usability issues in EMR 2.6 User interface 2.7
Evaluation 2.8 EMR system – a case study: a web-based
imaging electronic patient history 2.9 Summary 2.10
Exercise 2.11 Bibliography and references 2.12 Index
Chapter 3. Image Data Compression and Storage
3.1 Introduction 3.2 Picture compression 3.3
Compression in the dicom standard 3.4 Data compression
for dynamic functional images 3.5 Summary 3.6 Exercises
3.7 References 3.8 Index
Chapter 4. Content-Based Medical Image Retrieval
4.1 Introduction 4.2 CBMIR by physical visual
features 4.3 CBMIR by geometric spatial features 4.4
CBMIR by combination of semantic and visual features 4.5
CBMIR by physiological functional features 4.6 Summary
4.7 Exercises 4.8 Bibliography and references 4.9 Index
Chapter 5. Data Modeling and Simulation
5.1 Introduction 5.2 Compartmental models 5.3 Model
identification 5.4 Model validation 5.5 Simulation 5.6
Case study 5.7 Quantification of medical images 5.8
Exercises 5.9 Bibliography and references
Chapter 6. Techniques for Parametric Imaging
6.1 Introduction 6.2 Parametric image estimation
methods 6.3 Noninvasive methods 6.4 Clinical
applications of parametric images 6.5 Summary 6.6
Exercise 6.7 Bibliography and references 6.8 Index
Chapter 7. Data Processing and Analysis
7.1 Introduction 7.2 Medical image enhancement 7.3
Medical image segmentation 7.4 Medical image feature
extraction 7.5 Medical image interpretation 7.6 Summary
7.7 Exercises 7.8 Bibliography 7.9 Index
Chapter 8. Data Registration and Fusion
8.1 Introduction 8.2 Fundamentals of biomedical image
registration and fusion 8.3 Feature-based medical image
registration 8.4 Intensity-based registration 8.5 Hybrid
registration and hierarchical registration 8.6 Hardware
registration 8.7 Assessment of registration accuracy 8.8
Applications of biomedical image registration and fusion
8.9 Summary 8.10 Exercises 8.11 Bibliography and
references 8.12 Index
Chapter 9. Data Visualization and Display
9.1 Introduction 9.2 Two-Dimensional (2D)
visualization techniques 9.3 Three-Dimensional (3D)
visualization techniques 9.4 Volume navigation interface
9.5 Volume enhancement and manipulation 9.6 Large data
visualization and optimization 9.7 Dual-modality PET/CT
visualization 9.8 Data display devices 9.9 Applications
of biomedical visualization 9.10 Summary 9.11 Exercises
9.12 Bibliography and references 9.13 Index
Chapter 10. Data Communication and Network
Infrastructue
10.1 Introduction 10.2 Transmission and communication
technologies 10.3 The internet and World Wide Web 10.4
Wireless and mobile technologies in m-health 10.5 Sensor
networks for health monitoring 10.6 Applications of
wireless technologies in telemedicine 10.7 Summary 10.8
Exercises 10.9 Bibliography and references 10.10 Index
Chapter 11. Data Security and Protection for
Medical Images
11.1 Introduction 11.2 Overview of cryptographic
system 11.3 Digital watermarking 11.4 Medical image
watermarking 11.5 Region-based reversible watermarking
for secure pet image management 11.6 Summary 11.7
Exercise 11.8 Bibliography 11.8 Index
Chapter 12. Biological Computing
12.1 Introduction 12.2 Overview of genomic methods
12.3 Overview of proteomic methods 12.4 Bioinformatics
and information infrastructure 12.5 Data mining and
large-scale biological databases 12.6 Biological
event-driven, time-driven and hybrid simulation
techniques 12.7 Summary 12.8 Bibliography
Section II: Integrated Applications
Chapter 13. PACS and Medical Imaging Informatics (MII)
for Filmless Hospitals
13.1 Introduction 13.2 PACS infrastructure 13.3 PACS
components and workflow 13.4 PACS controller and image
archive 13.5 Large-scale PACS implementation 13.6 PACS
clinical experiences 13.7 Summary 13.8 Exercises 13.9
Bibliography and references 13.9 Index
Chapter 14. KMeX: A Knowledge-Based Digital
Library for Retrieving Scenario-Specific Medical Text
Documents
14.1 Introduction 14.2 Extracting key concepts from
documents 14.3 Transforming similar queries into query
templates 14.4 Topic-oriented directory 14.5
Phrase-based vector space model for automatic document
retrieval 14.6 Knowledge-based scenario-specific query
expansion 14.7 A system architecture for retrieving
scenario-specific free text documents 14.8 Summary 14.9
Exercises 14.10 Bibliography
Chapter 15. Integrated Multimedia Patient Record
Systems
15.1 Introduction 15.2 Multimedia patient record 15.3
Multimedia patient record system architecture components
15.4 Electronic medical chart components 15.5 Objects
comprising the multimedia patient record 15.6 Capturing
multimedia data at the source 15.7 DICOM image
acquisition 15.8 Remote data and image viewing across
the healthcare network 15.9 Impact on patient care 15.10
Summary 15.11 References
Chapter 16. Computer-Aided Diagnosis (CAD)
16.1 Introduction 16.2 CAD 16.3 CAD for cancer
screening 16.4 CAD for differential diagnosis 16.5
Intelligent CAD workstations – indices of similarity and
human/computer interfaces 16.6 Summary 16.7 Exercises
16.8 Bibliography 16.9 Index
Chapter 17. Clinical Decision Support Systems
(CDSS)
17.1 Introduction 17.2 Overview of CDSS 17.3 Human
diagnostic reasoning 17.4 A structure for characterising CDSS 17.5 Decision support tools 17.6 Decision support
systems in the hospital and other healthcare settings
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