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In this study cancer screening likelihood method was used to analyze the CT scan group in the National Lung Screening Trial (NLST) data. Three key parameters: screening sensitivity, transition probability density from disease free to preclinical state, and sojourn time in the preclinical state, were estimated using Bayesian approach and Markov Chain Monte Carlo simulations.See atwww.omicsonline.org/open-access/bayesian-estimation-of-the-three-key-parameters-in-ct-for-the-nationallung-screening-trial-data-2155-6180-1000263.php