公开(公告)号：US20150370992A1

公开(公告)日：2015-12-24

申请号：US14762590

申请日：2013-01-31

Applicant: HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.

Inventor： Wen Yao ,  Sujoy Basu ,  Wei-Nchih Lee ,  Sharad Singhal

IPC: G06F19/00 ,  G06F17/18

CPC classification number: G06F17/18 ,  G06Q50/22 ,  G16H50/20 ,  G16H50/50 ,  G16H50/70

Abstract: Synthetic healthcare data generation can include receiving an indication of a particular quantity of people, receiving an indication of a particular quantity of time periods, assigning a respective set of characteristics to each of the people based on a statistical model, simulating a respective path for each of the people through a set of clinical practice guidelines over the specified time periods, wherein each path is determined based on the respective set of characteristics, determining a probability associated with a progression of a medical condition for each of the people at the end of each time period, and generating a synthetic data set for each of the people based on the simulated paths and the determined probabilities.

Abstract translation: 合成保健数据生成可以包括接收特定数量的人的指示，接收特定数量的时间段的指示，基于统计模型向每个人分配相应的一组特征，模拟每个人的相应路径 的人通过在指定时间段内的一组临床实践指南，其中每个路径基于相应的特征集合来确定，确定与每个人的终点处的每个人的医疗状况的进展相关联的概率 并且基于模拟路径和确定的概率为每个人生成合成数据集。