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Precision medicine promises to provide better matches between treatments and groups of patients who have a disease and who show a set of specific traits. Better matches help ensure that a drug would be given to those who would benefit most and not be given to those who would either not be helped or would be harmed by it. A lot of attention in precision medicine focuses on powerful machine learning algorithms that can identify new sub-populations of patient groups. However, the results depend on the input data. The input data is defined by which patients are included. …

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