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Pattern Classification of Medical Images: Computer Aided Diagnosis

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Pattern Classification of Medical Images: Computer Aided Diagnosis by Xiao-Xia Yin
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Description

This book presents advances in biomedical imaging analysis and processing techniques using time dependent medical image datasets for computer aided diagnosis. The analysis of time-series images is one of the most widely appearing problems in science, engineering, and business. In recent years this problem has gained importance due to the increasing availability of more sensitive sensors in science and engineering and due to the wide-spread use of computers in corporations which have increased the amount of time-series data collected by many magnitudes. An important feature of this book is the exploration of different approaches to handle and identify time dependent biomedical images. Biomedical imaging analysis and processing techniques deal with the interaction between all forms of radiation and biological molecules, cells or tissues, to visualize small particles and opaque objects, and to achieve the recognition of biomedical patterns. These are topics of great importance to biomedical science, biology, and medicine. Biomedical imaging analysis techniques can be applied in many different areas to solve existing problems. The various requirements arising from the process of resolving practical problems motivate and expedite the development of biomedical imaging analysis. This is a major reason for the fast growth of the discipline.
Release date NZ
July 7th, 2017
Audience
  • Professional & Vocational
Country of Publication
Switzerland
Edition
1st ed. 2017
Illustrations
67 Illustrations, color; 20 Illustrations, black and white; XIV, 218 p. 87 illus., 67 illus. in color.
Imprint
Springer International Publishing AG
Pages
218
Dimensions
165x220x25
ISBN-13
9783319570266
Product ID
26758773

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