Systems and methods for risk factor identification include identifying (402) a first set of risk factors from personal data. A second set of risk factors is identified (404) from at least one of a user input and a knowledge source. The first set is combined (406) with the second set, using a processor, by selecting a number of risk factors from the first set that augment the second set of risk factors to determine a combined list of risk factors that predict a condition of interest.
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