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GENERATION OF A DISEASE STATUS INDEX USING A PROBABILISTIC MODEL AND OBSERVATIONAL DATA
GENERATION OF A DISEASE STATUS INDEX USING A PROBABILISTIC MODEL AND OBSERVATIONAL DATA
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机译:使用概率模型和观测数据来产生疾病状况指数
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摘要
Systems, computer-implemented methods, and computer program products to facilitate employing a probabilistic model to generate a continuous disease status index based on observational data are provided. According to an embodiment, a system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise a model component that employs a probabilistic model to generate probability distributions of disease states of a disease of an entity based on observational data of the entity. The computer executable components can further comprise an index component that generates a disease status index of the disease based on the probability distributions of the disease states.
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