Title Computational topology for biomedical image and data analysis : theory and applications / Rodrigo Rojas Moraleda, Nektarios A. Valous, Wei Xiong, Niels Halama

Published Boca Raton, FL : CRC Press, [2020] ©2020

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Description 1 online resource (xxi, 116 pages) : illustrations Series Series in medical physics and biomedical engineering CRC focus series Series in medical physics and biomedical engineering. CRC focus series. Contents Elements of topology and homology -- Persistent homology of images -- Recognizing noise -- Image segmentation -- Point cloud characterization Summary 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 Bibliography Includes bibliographical references (pages 119-132) and index Notes Description based on online resource; title from digital title page (viewed on October 16, 2019) Subject Imaging systems in medicine -- Data processing Topology -- Data processing Image analysis -- Data processing Homology theory. Computational Biology Biomechanical Phenomena Models, Statistical MEDICAL -- Radiology & Nuclear Medicine. TECHNOLOGY -- Imaging Systems. Homology theory Image analysis -- Data processing Imaging systems in medicine -- Data processing Topology -- Data processing Form Electronic book Author Valous, Nektarios (Nektarios A.), author. Xiong, Wei, 1966- author. Halama, Niels, author. ISBN 9780429810992 0429810997 9780429443077 0429443072 9780429810978 0429810970 9780429810985 0429810989

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