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Statistical computing in nuclear imaging / / by Arkadiusz Sitek



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Autore: Sitek Arkadiusz Visualizza persona
Titolo: Statistical computing in nuclear imaging / / by Arkadiusz Sitek Visualizza cluster
Pubblicazione: Boca Raton, FL : , : CRC Press, an imprint of Taylor and Francis, , 2014
Edizione: First edition.
Descrizione fisica: 1 online resource (264 p.)
Disciplina: 616.07/57501519542
Soggetto topico: Magnetic resonance imaging - Technological innovations
Magnetic resonance imaging - Statistical methods
Medical statistics - Data processing
Note generali: Description based upon print version of record.
Nota di bibliografia: Includes bibliographical references (pages 231-238) and index.
Nota di contenuto: 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
Sommario/riassunto: Statistical Computing in Nuclear Imaging introduces aspects of Bayesian computing in nuclear imaging. The book provides an introduction to Bayesian statistics and concepts and is highly focused on the computational aspects of Bayesian data analysis of photon-limited data acquired in tomographic measurements.
Titolo autorizzato: Statistical computing in nuclear imaging  Visualizza cluster
ISBN: 1-04-005593-1
0-429-09154-0
1-4987-2930-4
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910819293803321
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Serie: Series in medical physics and biomedical engineering.