Description: Further DetailsTitle: Medical Image ReconstructionCondition: NewFormat: PaperbackRelease Date: 07/04/2023ISBN-10: 3111055035EAN: 9783111055039ISBN: 9783111055039Edition: 2nd editionPublisher: De GruyterLanguage: EnglishCountry/Region of Manufacture: DEItem Height: 244mmItem Length: 170mmItem Weight: 463gAuthor: Gengsheng Lawrence ZengGenre: Science Nature & MathSubtitle: From Analytical and Iterative Methods to Machine LearningDescription: This textbook introduces the essential concepts of tomography in the field of medical imaging. The medical imaging modalities include x-ray CT (computed tomography), PET (positron emission tomography), SPECT (single photon emission tomography) and MRI. In these modalities, the measurements are not in the image domain and the conversion from the measurements to the images is referred to as the image reconstruction. The work covers various image reconstruction methods, ranging from the classic analytical inversion methods to the optimization-based iterative image reconstruction methods. As machine learning methods have lately exhibited astonishing potentials in various areas including medical imaging the author devotes one chapter to applications of machine learning in image reconstruction. Based on college level in mathematics, physics, and engineering the textbook supports students in understanding the concepts. It is an essential reference for graduate students and engineers with electrical engineering and biomedical background due to its didactical structure and the balanced combination of methodologies and applications, Topic: Technology & EngineeringBook Series: De Gruyter TextbookRelease Year: 2023 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Format: Paperback
Release Date: 07/04/2023
Release Year: 2023
Book Title: Medical Image Reconstruction
Publication Name: Medical Image Reconstruction
Title: Medical Image Reconstruction
ISBN-10: 3111055035
EAN: 9783111055039
ISBN: 9783111055039
Edition: 2nd edition
Publisher: De Gruyter
Language: English
Country/Region of Manufacture: DE
Item Height: 244mm
Item Length: 170mm
Item Weight: 463g
Author: Gengsheng Lawrence Zeng
Genre: Science Nature & Math
Subtitle: From Analytical and Iterative Methods to Machine Learning
Topic: Technology & Engineering
Series: De Gruyter Textbook
