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Wharton

Department of Statistics

3

Predicting Health Risk

Who is at risk for a disease?

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Example: detect osteoporosis without expense of x-ray

Goals

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Improving public health

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Savings on medical care

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Confirm an informal model with data mining

Many types of features, interested groups

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Clinical observations of doctors

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Laboratory measurements, “genetic”

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Self-reported behavior

Missing data

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