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Cover image for Statistics of medical imaging
Title:
Statistics of medical imaging
Author:
Lei, Tianhu.
ISBN:
9781420088434
Publication Information:
Boca Raton : Taylor & Francis, 2012.
Physical Description:
xvii, 420 p. : ill.
Series:
Chapman & Hall/CRC interdisciplinary statistics
Series Title:
Chapman & Hall/CRC interdisciplinary statistics
Contents:
1. Introduction -- 2. X-Ray CT physics and mathematics -- 3. MRI physics and mathematics -- 4. Non-diffraction computed tomography -- 5. Statistics of X-Ray CT imaging -- 6. Statistics of X-Ray CT image -- 7. Statistics of MR imaging -- 8. Statistics of MR image -- 9. Stochastic image models -- 10. Statistical image analysis - I -- 11. Statistical image analysis - II -- 12. Performance evaluation of image analysis methods.
Abstract:
"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.
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