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Illustration of association between change in prostate-specific antigen (PSA) values and time to tumor status after treatment for prostate cancer patients: A joint modelling approach

Illustration of association between change in prostate-specific antigen (PSA) values and time to tumor status after treatment for prostate cancer patients: A joint modelling approach

Abstract Background Biomarkers’ information utilize for prediction of new patient’s suffering using statistical approaches to model outcomes. Simultaneous analysis of prostate-specific antigen (PSA) and time to tumor shrinkage after treatment allows it to make dynamic prediction adjustable over time. The motivation of this work is to elaborate the dynamic prediction …