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Bayesian statistics: A guided tour
Author(s) -
Raeside D. E.
Publication year - 1976
Publication title -
medical physics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.473
H-Index - 180
eISSN - 2473-4209
pISSN - 0094-2405
DOI - 10.1118/1.594270
Subject(s) - bayesian probability , bayesian statistics , computer science , medical imaging , medical physics , artificial intelligence , machine learning , statistical hypothesis testing , selection (genetic algorithm) , radiation treatment planning , statistics , pattern recognition (psychology) , data mining , mathematics , bayesian inference , radiation therapy , medicine , radiology
An overview of Bayesian statistical decision theory is presented in the tutorial spirit. A section on fundamental principles is followed by selected applications of the Bayesian approach to parameter estimation, pattern recognition, image processing, computer‐aided medical diagnosis, optimal diagnostic test selection, and radiotherapy treatment planning.