Statistical Computing in Nuclear Imaging

Basic Statistical Concepts. Elements of Decision Theory. Counting Statistics. Monte Carlo Methods in Posterior Analysis. Basics of Nuclear Imaging. Statistical Computing. Appendix A Probability Distributions. Appendix B Elements of Set Theory. Appendix C Multinomial Distribution of Single-Voxel Imaging. Appendix D Derivations of Sampling Distribution Ratios. Appendix E Equation (6.11). Appendix F C++ Code of the OE Algorithm for STS. References.

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• Processamento de imagens
• Ciências da vida: temas gerais
• Ciência ambiental, engenharia e tecnologia
• Engenharia biomédica
• Engenharia electrotécnica
• Física médica

Poisson Binomial Distribution;MMSE Estimator;Computing In Medical Imaging;Bayes Risk;Image Visualization;Nuclear Imaging;Bayesian Computing;Radioactive Nuclei;Image Reconstruction;Detector Elements;Nuclear Data Analysis;Markov Chain;Unobservable Quantities;MC;Map Estimator;Central Limit Theorem;Posterior Standard Errors;Markov Moves;Jeffreys Prior;Kl Divergence;Gamma Camera;Loss Function;Gamma Prior;Quadratic Loss Function;Cc;Pet Camera;Annihilation Photons;Gamma Photons;Pet Scanner;Compton Scatter