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Statistics of medical imaging /

"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 be...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Lei, Tianhu
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton, FL : CRC Press, ©2012.
Colección:Interdisciplinary statistics.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

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100 1 |a Lei, Tianhu. 
245 1 0 |a Statistics of medical imaging /  |c Tianhu Lei. 
260 |a Boca Raton, FL :  |b CRC Press,  |c ©2012. 
300 |a 1 online resource (xvii, 420 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Chapman & Hall/CRC interdisciplinary statistics series 
504 |a Includes bibliographical references and index. 
520 |a "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 
588 0 |a Print version record. 
505 0 |a 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, 
505 0 |a 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 
505 0 |a 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 
505 0 |a 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 
590 |a O'Reilly  |b O'Reilly Online Learning: Academic/Public Library Edition 
650 0 |a Diagnostic imaging  |x Statistical methods. 
650 0 |a Signal processing. 
650 0 |a Diagnostic imaging. 
650 0 |a Statistics. 
650 1 2 |a Diagnostic Imaging 
650 2 2 |a Signal Processing, Computer-Assisted 
650 2 2 |a Statistics as Topic 
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650 6 |a Traitement du signal. 
650 6 |a Imagerie pour le diagnostic. 
650 6 |a Statistiques. 
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650 7 |a MEDICAL  |x Diagnostic Imaging.  |2 bisacsh 
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776 0 8 |i Print version:  |a Lei, Tianhu.  |t Statistics of medical imaging.  |d Boca Raton : Taylor & Francis, 2012  |z 9781420088427  |w (DLC) 2011043931  |w (OCoLC)758943185 
830 0 |a Interdisciplinary statistics. 
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