Pattern recognition and signal analysis in medical imaging

著者

    • Meyer-Bäse, Anke
    • Schmid, Volker

書誌事項

Pattern recognition and signal analysis in medical imaging

Anke Meyer-Bäese, Volker Schmid

Elsevier/Academic Press, 2014

Second edition

統一タイトル

Pattern recognition for medical imaging

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注記

Preceded by Pattern recognition for medical imaging / Anke Meyer-Bäse. 2004

Includes bibliographical references and index

HTTP:URL=http://www.loc.gov/catdir/enhancements/fy1606/2014451016-d.html Information=Publisher description

内容説明・目次

内容説明

Medical imaging is one of the heaviest funded biomedical engineering research areas. The second edition of Pattern Recognition and Signal Analysis in Medical Imaging brings sharp focus to the development of integrated systems for use in the clinical sector, enabling both imaging and the automatic assessment of the resultant data. Since the first edition, there has been tremendous development of new, powerful technologies for detecting, storing, transmitting, analyzing, and displaying medical images. Computer-aided analytical techniques, coupled with a continuing need to derive more information from medical images, has led to a growing application of digital processing techniques in cancer detection as well as elsewhere in medicine. This book is an essential tool for students and professionals, compiling and explaining proven and cutting-edge methods in pattern recognition for medical imaging.

目次

  • Foundations of Medical Imaging
  • Feature Selection and Extraction
  • Theory of Subband Decomposition and Wavelets
  • The Wavelet Transform in Medical Imaging
  • Genetic Algorithms
  • Statistical Pattern Recognition
  • Syntactic Pattern Recognition
  • Neural Networks
  • Theory
  • Neural Networks: Applications
  • Fuzzy Logic: Theory and Clustering Algorithms
  • Computer Aided Diagnosis Systems

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