公开(公告)号：US20170055916A1

公开(公告)日：2017-03-02

申请号：US14841812

申请日：2015-09-01

Applicant: XEROX CORPORATION

Inventor： Sakyajit Bhattacharya ,  Vaibhav Rajan ,  Harsh Shrivastava

IPC: A61B5/00 ,  A61B5/145 ,  A61B5/0205

CPC classification number: A61B5/7275 ,  A61B5/02055 ,  A61B5/021 ,  A61B5/024 ,  A61B5/0816 ,  A61B5/14542 ,  G16H10/60 ,  G16H50/20 ,  G16H50/30

Abstract: Disclosed are embodiments of methods and systems for predicting mortality of a first patient. The method comprises categorizing a historical data into a first category and a second category. The method further comprises determining a first test parameter and a second test parameter based on at least one of a sample data of a first patient and the historical data corresponding to at least one of the first category and the second category. The method further comprises determining a probability score based on a cumulative distribution of at least one of the first test parameter and the second test parameter. The method further comprises categorizing the sample data in one of the first category and the second category based on the probability score. Further, the method comprises predicting the mortality of the first patient based on at least the categorization of the sample data of the first patient.

Abstract translation: 公开了用于预测第一患者的死亡率的方法和系统的实施例。 该方法包括将历史数据分类为第一类别和第二类别。 该方法还包括基于第一患者的样本数据和对应于第一类别和第二类别中的至少一个的历史数据中的至少一个来确定第一测试参数和第二测试参数。 该方法还包括基于第一测试参数和第二测试参数中的至少一个的累积分布来确定概率得分。 该方法还包括基于概率分数将样本数据分类为第一类别和第二类别之一。 此外，该方法包括至少基于第一患者的样本数据的分类来预测第一患者的死亡率。