Statistics of Medical Imaging

ISBN: 9781138114746 出版年：2011 页码：426 Lei, Tianhu CRC Press

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, 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 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 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