医用画像解析ガイド(第2版)<br>Guide to Medical Image Analysis〈2nd ed. 2017〉 : Methods and Algorithms(2)

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医用画像解析ガイド(第2版)
Guide to Medical Image Analysis〈2nd ed. 2017〉 : Methods and Algorithms(2)

  • 著者名:Toennies, Klaus D.
  • 価格 ¥10,887 (本体¥9,898)
  • Springer(2017/03/29発売)
  • ポイント 98pt (実際に付与されるポイントはご注文内容確認画面でご確認下さい)
  • 言語:ENG
  • ISBN:9781447173182
  • eISBN:9781447173205

ファイル: /

Description

This comprehensive guide provides a uniquely practical, application-focused introduction to medical image analysis. This fully updated new edition has been enhanced with material on the latest developments in the field, whilst retaining the original focus on segmentation, classification and registration. Topics and features: presents learning objectives, exercises and concluding remarks in each chapter; describes a range of common imaging techniques, reconstruction techniques and image artifacts, and discusses the archival and transfer of images; reviews an expanded selection of techniques for image enhancement, feature detection, feature generation, segmentation, registration, and validation; examines analysis methods in view of image-based guidance in the operating room (NEW); discusses the use of deep convolutional networks for segmentation and labeling tasks (NEW); includes appendices on Markov random field optimization, variational calculus and principal component analysis.

Table of Contents

The Analysis of Medical Images.- Digital Image Acquisition.- Image Storage and Transfer.- Image Enhancement.- Feature Detection.- Segmentation: Principles and Basic Techniques.- Segmentation in Feature Space.- Segmentation as a Graph Problem.- Active Contours and Active Surfaces.- Registration and Normalization.- Shape, Appearance and Spatial Relationships.- Classification and Clustering.- Validation.- Appendix.