Pattern Recognition and Signal Analysis in Medical Imaging
eBook - PDF

Pattern Recognition and Signal Analysis in Medical Imaging

  1. 409 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

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

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Information

Publisher
Academic Press
Year
2003
Topic
Computer Science
eBook ISBN
9780080469980
Subtopic
Computer Vision & Pattern Recognition
Index
Computer Science

Table of contents

  1. front cover
  2. copyright
  3. table of contents
  4. front matter
  5. Glossary
  6. List of Symbols
  7. Preface
  8. Acknowledgments
  9. body
  10. 1. Introduction
  11. 2. Feature Selection and Extraction
  12. 3. Subband Coding and Wavelet Transform
  13. 4. The Wavelet Transform in Medical Imaging
  14. 5. Genetic Algorithms
  15. 6. Statistical and Syntactic Pattern Recognition
  16. 7. Foundations of Neural Networks
  17. 8. Transformation and Signal-Separation Neural Networks
  18. 9. Neuro-Fuzzy Classifications
  19. 10. Specialized Neural Networks Relevant to Bioimaging
  20. 11. Neural-Based Computer-Aided Diagnosis Systems in Breast Cancer Detection
  21. References
  22. index

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Yes, you can access Pattern Recognition and Signal Analysis in Medical Imaging by Anke Meyer-Baese,Volker J. Schmid in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Vision & Pattern Recognition. We have over 1.5 million books available in our catalogue for you to explore.