By Tianhu Lei
Statistical research into know-how not just offers a greater realizing of the intrinsic good points of the know-how (analysis), but additionally ends up in a more robust layout of the expertise (synthesis). actual rules and mathematical systems of clinical imaging applied sciences were commonly studied in the course of prior many years. in spite of the fact that, much less paintings has been performed at the statistical elements of those strategies. Statistics of scientific Imaging fills this hole and gives a theoretical framework for statistical research into scientific imaging applied sciences.
- Describes actual ideas and mathematical tactics of 2 scientific imaging options: X-ray CT and MRI
- Presents statistical houses of imaging information (measurements) at every one level within the imaging methods of X-ray CT and MRI
- Demonstrates photo reconstruction as a remodel from a suite of random variables (imaging facts) to a different set of random variables (image data)
- Presents statistical homes of snapshot info (pixel intensities) at 3 degrees: a unmarried pixel, any pixels, and a gaggle of pixels (a region)
- Provides stochastic versions for X-ray CT and MR photo by way of their information and model-based statistical picture research methods
- Evaluates statistical photograph research equipment by way of their detection, estimation, and category performances
- Indicates that X-ray CT, MRI, puppy and SPECT belong to a class of imaging: the non-diffraction computed tomography
Rather than delivering distinct descriptions of facts of easy imaging protocols of X-ray CT and MRI, this e-book presents a mode to behavior related statistical investigations into extra complex imaging protocols.
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Additional resources for Statistics of Medical Imaging (Chapman & Hall/CRC Interdisciplinary Statistics)
Statistics of Medical Imaging (Chapman & Hall/CRC Interdisciplinary Statistics) by Tianhu Lei