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MACHINE LEARNING CLINICAL DECISION SUPPORT SYSTEM FOR RISK CATEGORIZATION
MACHINE LEARNING CLINICAL DECISION SUPPORT SYSTEM FOR RISK CATEGORIZATION
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机译:风险分类的机器学习临床决策支持系统
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摘要
Improved risk categorization is provided for clinical decision support and forecasting future health care spend. A risk index is provided that improves on other risk stratification models by synthesizing electronic medical records and health questionnaires with an individual patient's claim histories. Machine learning algorithms catalogue patients into distinct group clusters, based on risk which may be associated with annual health care spending, thereby enabling administrators to forecast future health care spending on the individual and population level.
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