Title Statistical computing in nuclear imaging / Arkadiusz Sitek. [O'Reilly electronic resource]

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Boca Raton : CRC Press, 2015.

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Bookmark link: https://library.naperville-lib.org:444/record=b3169252~S1

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Description	1 online resource
Series	Series in medical physics and biomedical engineering
	Series in medical physics and biomedical engineering.
Contents	Front Cover; Statistical Computing in Nuclear Imaging; Series in Medical Physics and Biomedical Engineering; Dedication; Contents; List of Figures; List of Tables; About the Series; Preface; About the Author; Chapter 1 Basic statistical concepts; Chapter 2 Elements of decision theory; Chapter 3 Counting statistics; Chapter 4 Monte Carlo methods in posterior analysis; Chapter 5 Basics of nuclear imaging; Chapter 6 Statistical computing; Appendix A Probability distributions; Appendix B Elements of set theory; Appendix C Multinomial distribution of singlevoxel
	Appendix D Derivations of sampling distribution ratiosAppendix E Equation (6.11); Appendix F C++ OE code for STS; References; Back Cover
Summary	Basic Statistical Concepts Introduction Before- and After-the-Experiment ConceptsDefinition of ProbabilityJoint and Conditional ProbabilitiesStatistical Model Likelihood Pre-Posterior and Posterior Extension to Multi-Dimensions Unconditional and Conditional IndependenceSummaryElements of Decision Theory Introduction Loss Function and Expected Loss After-the-Experiment Decision Making Before-the-Experiment Decision MakingRobustness of the Analysis Counting Statistics Introduction to Statistical Models Fundamental Statistical Law Exact Models of Photon-Limited DataPoisson Approximation Normal Di.
Bibliography	Includes bibliographical references (pages 231-238) and index.
Subject	Magnetic resonance imaging -- Technological innovations.
	Magnetic resonance imaging -- Statistical methods.
	Medical statistics -- Data processing.
	Radioisotope scanning.
	Radionuclide Imaging
	Bayes Theorem
	Mathematical Computing
	Imagerie par résonance magnétique -- Innovations.
	Imagerie par résonance magnétique -- Méthodes statistiques.
	Scintigraphie.
	Théorème de Bayes.
	Radioisotope scanning
	Medical statistics -- Data processing
Other Form:	Print version: 9781439849347
ISBN	9781498729307 (electronic bk.)
	1498729304 (electronic bk.)
	1439849366 (electronic bk.)
	9781439849361 (electronic bk.)
	9780429091544 (electronic bk.)
	0429091540 (electronic bk.)
	(hbk.)

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