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A Comprehensive Approach to Days' Supply Estimation in a Real-World Prescription Database: Data Cleaning, Imputation, and Adherence Analysis
2025-09-05
health informatics
Title + abstract only
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BackgroundFor accurate medication usage statistics and medication adherence calculations, we need to have an accurate days supply (DS) for each prescription. Unfortunately, often the DS or information needed for calculating the DS is not provided. Therefore, other methods need to be applied to acquire missing values or substituting incorrect values. ObjectiveThe aim of this study is to apply a variety of methods for managing incomplete and missing data to enhance the accuracy of calculating DS ...
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