Computational Topology for Biomedical Image and Data Analysis
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Computational Topology for Biomedical Image and Data Analysis: Theory and Applications

Computational Topology for Biomedical Image and Data Analysis: Theory and Applications

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About the Book

This book provides an accessible yet rigorous introduction to topology and homology focused on the simplicial space. It presents a compact pipeline from the foundations of topology to biomedical applications. It will be of interest to medical physicists, computer scientists, and engineers, as well as undergraduate and graduate students interested in this topic. Features: Presents a practical guide to algebraic topology as well as persistence homology Contains application examples in the field of biomedicine, including the analysis of histological images and point cloud data

Table of Contents:
1. Elements of Topology and Homology. 2. Persistent Homology of Images. 3. Recognizing Noise. 4. Image Segmentation. 5. Point Cloud Characterization.


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Product Details
  • ISBN-13: 9780429810978
  • Publisher: Taylor & Francis Ltd
  • Publisher Imprint: CRC Press
  • Language: English
  • No of Pages: 138
  • ISBN-10: 0429810970
  • Publisher Date: 12 Jul 2019
  • Binding: Digital (delivered electronically)
  • No of Pages: 116
  • Sub Title: Theory and Applications


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Computational Topology for Biomedical Image and Data Analysis: Theory and Applications
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Computational Topology for Biomedical Image and Data Analysis: Theory and Applications
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