Statistics of medical imaging. (©2012)

• Record Type: Book
• Further Information: Note: Tianhu Lei.
• Other Names: Lei, Tianhu
• 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, 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
• Publisher Details: Boca Raton, FL : CRC Press
• Publication Date: 2012
• Copyright Date: 2012
• Extent: 1 online resource (xvii, 420 pages), illustrations
• Subjects: 616.07/54; Diagnostic imaging -- Statistical methods; Signal processing; Diagnostic Imaging; Signal Processing, Computer-Assisted; Statistics as Topic; Diagnostic imaging -- Statistical methods; Diagnostic imaging; MEDICAL -- Diagnosis; MEDICAL -- Diagnostic Imaging; Diagnostic imaging -- Statistical methods; Signal processing; Diagnostic imaging / Statistical methods; Diagnostic imaging; Electronic books
• Languages: English
• ISBNs: 9781420088434; 1420088432
• Related ISBNs: 9781420088427; 1420088424
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.