Computational Topology for Biomedical Image and Data Analysis

£24.99

Computational Topology for Biomedical Image and Data Analysis

Theory and Applications

Epidemiology and Medical statistics Medical imaging: radiology Biomedical engineering Medical physics Electrical engineering Image processing

Authors: Rodrigo Rojas Moraleda, Nektarios Valous, Wei Xiong, Niels Halama

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Collection: Focus Series in Medical Physics and Biomedical Engineering

Language: English

Published by: CRC Press

Published on: 12th July 2019

Format: LCP-protected ePub

Size: 6 Mb

ISBN: 9780429810985


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

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