Biomedical Image Synthesis and Simulation: Methods and Applications (Paperback)

Biomedical Image Synthesis and Simulation: Methods and Applications By Ninon Burgos (Editor), David Svoboda (Editor) Cover Image
By Ninon Burgos (Editor), David Svoboda (Editor)
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Description


Biomedical Image Synthesis and Simulation: Methods and Applications presents the basic concepts and applications in image-based simulation and synthesis used in medical and biomedical imaging. The first part of the book introduces and describes the simulation and synthesis methods that were developed and successfully used within the last twenty years, from parametric to deep generative models. The second part gives examples of successful applications of these methods. Both parts together form a book that gives the reader insight into the technical background of image synthesis and how it is used, in the particular disciplines of medical and biomedical imaging. The book ends with several perspectives on the best practices to adopt when validating image synthesis approaches, the crucial role that uncertainty quantification plays in medical image synthesis, and research directions that should be worth exploring in the future.

Product Details
ISBN: 9780128243497
ISBN-10: 012824349X
Publisher: Academic Press
Publication Date: June 23rd, 2022
Pages: 676
Language: English