
Pattern Recognition and Signal Analysis in Medical Imaging
- 448 pages
- English
- PDF
- Available on iOS & Android
Pattern Recognition and Signal Analysis in Medical Imaging
About this book
Medical Imaging has become one of the most important visualization and interpretation methods in biology and medecine over the past decade. This time has witnessed a tremendous development of new, powerful instruments for detecting, storing, transmitting, analyzing, and displaying medical images. This has led to a huge growth in the application of digital processing techniques for solving medical problems. Design, implementation, and validation of complex medical systems requires a tight interdisciplinary collaboration between physicians and engineers because poor image quality leads to problematic feature extraction, analysis, and recognition in medical application. Therefore, much of the research done today is geared towards improvement of imperfect image material. This important book by academic authority Anke Meyer-Baese compiles, organizes and explains a complete range of proven and cutting-edge methods, which are playing a leading role in the improvement of image quality, analysis and interpretation in modern medical imaging. These methods offer fresh tools of hope for physicians investigating a vast number of medical problems for which classical methods prove insufficient.*Essential tool for serious students and professionals working with Medical Imaging
Frequently asked questions
- Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
- Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Information
Table of contents
- front cover
- copyright
- table of contents
- front matter
- Glossary
- List of Symbols
- Preface
- Acknowledgments
- body
- 1. Introduction
- 2. Feature Selection and Extraction
- 3. Subband Coding and Wavelet Transform
- 4. The Wavelet Transform in Medical Imaging
- 5. Genetic Algorithms
- 6. Statistical and Syntactic Pattern Recognition
- 7. Foundations of Neural Networks
- 8. Transformation and Signal-Separation Neural Networks
- 9. Neuro-Fuzzy Classifications
- 10. Specialized Neural Networks Relevant to Bioimaging
- 11. Neural-Based Computer-Aided Diagnosis Systems in Breast Cancer Detection
- References
- index