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IDENTIFYING AND INDEXING DISCRIMINATIVE FEATURES FOR DISEASE PROGRESSION IN OBSERVATIONAL DATA
IDENTIFYING AND INDEXING DISCRIMINATIVE FEATURES FOR DISEASE PROGRESSION IN OBSERVATIONAL DATA
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机译:识别和索引观测数据中疾病进展的鉴别特征
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摘要
A system (or method) for generation and employment of disease progression model(s) that facilitates identifying and indexing discriminative features for disease progression in observational data. The disease progression prediction system comprises a processor that executes computer executable components stored in memory. A receiving component receives and learns observational patient data. A model generation component builds a preliminary disease progression model. An identification component identifies discriminative clinical features for different disease stages. A ranking component ranks discriminative powers of clinical features for respective pairs of disease stages; wherein the model generation component employs the ranked features to generate a final disease progression model.
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