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Showing 1 to 2 of 2 for “"Individualized treatment rule"”.
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A Non-Parametric Framework for Value-Based Individualized Treatment Rule Estimation
… of precision medicine is to match patient and treatment such that optimal outcomes for the patient are achieved. Precision medicine represents a departure from the 'one size fits all' paradigm in which a single treatment recommendation is made for all patients presenting with a given disease or …
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Contributions to statistical learning and its applications in personalized medicine
… The third chapter deals with the problem of Individualized Treatment Rule (ITR) and analyzes the solution of it through Discriminant Analysis. In the ITR problem, the treatment assignment is done based on the particular patient's prognosis covariates in order to maximizes some reward …