Camilo Arias
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Using Machine Learning to Predict Mortality: Demystifying U.S. Healthcare Spending
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Approximately one in every five dollars spent by Medicare is spent during a patient’s last twelve months of life, with most of this spending used to pay for inpatient medical care and physician costs. Despite taking up 20 percent of its budget, end-of-life cases account for just five percent of…
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Could Phone Data Reveal a Person’s Wealth?
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The effective design, implementation and evaluation of public policies rely on accurate socioeconomic data. It would be impossible, for instance, to implement a poverty alleviation program without knowing who the relevant target populations are, where they live, and their economic status. As the United Nations Population Fund puts it, “without…