Statistics of Medical Imaging PDF
By:Tianhu Lei
Published on 2011-12-19 by CRC Press
Statistical investigation into technology not only provides a better understanding of the intrinsic features of the technology (analysis), but also leads to an improved design of the technology (synthesis). Physical principles and mathematical procedures of medical imaging technologies have been extensively studied during past decades. However, less work has been done on the statistical aspects of these techniques. Statistics of Medical Imaging fills this gap and provides a theoretical framework for statistical investigation into medical imaging technologies. Features Describes physical principles and mathematical procedures of two medical imaging techniques: X-ray CT and MRI Presents statistical properties of imaging data (measurements) at each stage in the imaging processes of X-ray CT and MRI Demonstrates image reconstruction as a transform from a set of random variables (imaging data) to another set of random variables (image data) Presents statistical properties of image data (pixel intensities) at three levels: a single pixel, any two pixels, and a group of pixels (a region) Provides two stochastic models for X-ray CT and MR image in terms of their statistics and two model-based statistical image analysis methods Evaluates statistical image analysis methods in terms of their detection, estimation, and classification performances Indicates that X-ray CT, MRI, PET and SPECT belong to a category of imaging: the non-diffraction computed tomography Rather than offering detailed descriptions of statistics of basic imaging protocols of X-ray CT and MRI, this book provides a method to conduct similar statistical investigations into more complicated imaging protocols.
This Book was ranked at 31 by Google Books for keyword medical imaging computer science.
Book ID of Statistics of Medical Imaging's Books is aUrRBQAAQBAJ, Book which was written byTianhu Leihave ETAG "dRuY28VCFIA"
Book which was published by CRC Press since 2011-12-19 have ISBNs, ISBN 13 Code is 9781420088434 and ISBN 10 Code is 1420088432
Reading Mode in Text Status is false and Reading Mode in Image Status is true
Book which have "438 Pages" is Printed at BOOK under CategoryScience
Book was written in en
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