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Medical Image Reconstruction [electronic resource] : A Conceptual Tutorial / by Gengsheng Lawrence Zeng.

By: Zeng, Gengsheng Lawrence [author.].
Contributor(s): SpringerLink (Online service).
Material type: materialTypeLabelBookPublisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010Description: XIII, 198 p. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642053689.Subject(s): Engineering | Radiology, Medical | Engineering mathematics | Biomedical engineering | Engineering | Biomedical Engineering | Imaging / Radiology | Appl.Mathematics/Computational Methods of Engineering | Signal, Image and Speech ProcessingDDC classification: 610.28 Online resources: Click here to access online
Contents:
Basic Principles of Tomography -- Parallel-Beam Image Reconstruction -- Fan-Beam Image Reconstruction -- Transmission and Emission Tomography -- 3D Image Reconstruction -- Iterative Reconstruction -- MRI Reconstruction.
In: Springer eBooksSummary: "Medical Image Reconstruction: A Conceptual Tutorial" introduces the classical and modern image reconstruction technologies, such as two-dimensional (2D) parallel-beam and fan-beam imaging, three-dimensional (3D) parallel ray, parallel plane, and cone-beam imaging. This book presents both analytical and iterative methods of these technologies and their applications in X-ray CT (computed tomography), SPECT (single photon emission computed tomography), PET (positron emission tomography), and MRI (magnetic resonance imaging). Contemporary research results in exact region-of-interest (ROI) reconstruction with truncated projections, Katsevich's cone-beam filtered backprojection algorithm, and reconstruction with highly undersampled data with l0-minimization are also included. This book is written for engineers and researchers in the field of biomedical engineering specializing in medical imaging and image processing with image reconstruction. Gengsheng Lawrence Zeng is an expert in the development of medical image reconstruction algorithms and is a professor at the Department of Radiology, University of Utah, Salt Lake City, Utah, USA.
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Basic Principles of Tomography -- Parallel-Beam Image Reconstruction -- Fan-Beam Image Reconstruction -- Transmission and Emission Tomography -- 3D Image Reconstruction -- Iterative Reconstruction -- MRI Reconstruction.

"Medical Image Reconstruction: A Conceptual Tutorial" introduces the classical and modern image reconstruction technologies, such as two-dimensional (2D) parallel-beam and fan-beam imaging, three-dimensional (3D) parallel ray, parallel plane, and cone-beam imaging. This book presents both analytical and iterative methods of these technologies and their applications in X-ray CT (computed tomography), SPECT (single photon emission computed tomography), PET (positron emission tomography), and MRI (magnetic resonance imaging). Contemporary research results in exact region-of-interest (ROI) reconstruction with truncated projections, Katsevich's cone-beam filtered backprojection algorithm, and reconstruction with highly undersampled data with l0-minimization are also included. This book is written for engineers and researchers in the field of biomedical engineering specializing in medical imaging and image processing with image reconstruction. Gengsheng Lawrence Zeng is an expert in the development of medical image reconstruction algorithms and is a professor at the Department of Radiology, University of Utah, Salt Lake City, Utah, USA.

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