| Description |
1 online resource (xvii, 420 pages) : illustrations |
| Series |
Chapman & Hall/CRC interdisciplinary statistics series |
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Interdisciplinary statistics.
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| Contents |
Introduction; Data Flow and Statistics; Imaging and Image Statistics; Statistical Image Analysis; Motivation and Organization; ; X-ray CT Physics and Mathematics ; Introduction; Photon Emission, Attenuation, |
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And Detection; Attenuation Coefficient; Projections; Mathematical Foundation of Image Reconstruction; Fourier Slice theorem; Image Reconstruction; ; MRI Physics and Mathematics ; Introduction; Nuclear Spin and Magnetic Moment; Alignment and Precession; Macroscopic Magnetization; Resonance and Relaxation; Bloch Equation and Its Solution; Excitation; Induction; k-Space and k-Space Sample; Image Reconstruction; Echo Signal; ; Non-diffraction Computed Tomography ; Introduction; Interaction between EM Wave and Object; Inverse Scattering Problem; Non-diffraction Computed Tomography; ; Statistics of X-ray CT Imaging ; Introduction; Statistics of Photon Measurements; Statistics of Projections; Statistical Interpretation of X-ray CT Image Reconstruction; ; Statistics of X-ray CT Image ; Introduction; Statistics of the Intensity of a Single Pixel; Statistics of |
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The Intensities of Two Pixels; Statistics of the Intensities of a Group of Pixels; ; Statistics of MR Imaging ; Introduction; Statistics of Macroscopic Magnetizations; Statistics of MR Signals; Statistics of k-Space Samples; Statistical Interpretation of MR Image Reconstruction; ; Statistics of MR Image ; Introduction; Statistics of the Intensity of a Single Pixel; Statistics of the Intensities of Two Pixels; Statistics of the Intensities of a Group of Pixels; Discussion and Remarks; ; Stochastic Image Models ; Introduction; Stochastic Model I; Stochastic Model II; Discussion; ; Statistical Image Analysis -- I ; Introduction; Detection of Number of Image Regions; Estimation of Image Parameters; Classification of Pixels; Statistical Image Analysis; ; Statistical Image Analysis -- II ; Introduction; Detection of the Number of Image |
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Regions; Estimation of Image Parameters; Classification of Pixels; Statistical Image Analysis; ; Performance Evaluation of Image Analysis Methods ; Introduction; Performance of the iFNM Model-Based Image Analysis Method; Performance of the cFNM Model-Based Image Analysis Method; ; Index |
| Summary |
"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 their statistical aspect. Filling this gap, this book provides a theoretical framework for statistical investigation into medical technologies. Rather than offer detailed descriptions of statistics of basic imaging protocols of x-ray CT and MRI, the book presents a method to conduct similar statistical investigations into more complicated imaging protocols"--Provided by publisher |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Diagnostic imaging -- Statistical methods
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Signal processing.
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Diagnostic imaging.
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Statistics.
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Diagnostic Imaging
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Signal Processing, Computer-Assisted
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Statistics as Topic
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statistics.
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MEDICAL -- Diagnosis.
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MEDICAL -- Diagnostic Imaging.
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Statistics
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Diagnostic imaging
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Diagnostic imaging -- Statistical methods
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Signal processing
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| Form |
Electronic book
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| ISBN |
9781420088434 |
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1420088432 |
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