发明名称 |
DETECTING UNEXPECTED HEALTHCARE UTILIZATION BY CONSTRUCTING CLINICAL MODELS OF DOMINANT UTILIZATION GROUPS |
摘要 |
A system and method for identifying unexpected utilization profiles at a patient level includes determining one or more clusters that have a profile based on patient profiles and building a representative model for each cluster including demographic and clinical information. Using the model, demographic and clinical characteristics are determined which form expected utilization cluster. An expected utilization cluster for each patient, which is derived from the demographic features and the clinical characteristics, is compared against an actual utilization profile for that patient to determine whether the actual utilization profile is unexpected.
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申请公布号 |
US2012209620(A1) |
申请公布日期 |
2012.08.16 |
申请号 |
US201113028753 |
申请日期 |
2011.02.16 |
申请人 |
EBADOLLAHI SHAHRAM;HU JIANYING;SORRENTINO ROBERT K.;WANG FEI;INTERNATIONAL BUSINESS MACHINES CORPORATION |
发明人 |
EBADOLLAHI SHAHRAM;HU JIANYING;SORRENTINO ROBERT K.;WANG FEI |
分类号 |
G06Q50/00 |
主分类号 |
G06Q50/00 |
代理机构 |
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地址 |
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