公开(公告)号：US20230035564A1

公开(公告)日：2023-02-02

申请号：US17962732

申请日：2022-10-10

Applicant: Humana Inc.

Inventor： Yanting Dong ,  Jing Fan ,  Vinay Chiguluri ,  Vipin Gopal

IPC: G16H10/20 ,  G16H50/20 ,  G16H10/40 ,  G16H50/50 ,  G16H50/30

Abstract: The disclosed computerized system and method facilitates predicting the onset of diabetes or symptom progression in those patients already suffering from the disease. The computerized system and method applies steps to segment the population by predefined member characteristics. Once segmented, the computerized system and method applies a plurality of prediction models to the segmented population data to provide a ranking of members of the population that indicates the likelihood of onset or progression of diabetes for each member.

公开(公告)号：US20160357934A1

公开(公告)日：2016-12-08

申请号：US14942592

申请日：2015-11-16

Applicant: Humana Inc.

Inventor： Yanting Dong ,  Jing Fan ,  Vinay Chiguluri ,  Vipin Gopal

IPC: G06F19/00

CPC classification number: G16H10/20 ,  G16H10/40 ,  G16H50/20 ,  G16H50/30 ,  G16H50/50

Abstract: The disclosed computerized system and method facilitates predicting the onset of diabetes or symptom progression in those patients already suffering from the disease. The computerized system and method applies steps to segment the population by predefined member characteristics. Once segmented, the computerized system and method applies a plurality of prediction models to the segmented population data to provide a ranking of members of the population that indicates the likelihood of onset or progression of diabetes for each member.

Abstract translation: 所公开的计算机化系统和方法有助于预测已经患有该疾病的患者的糖尿病发作或症状进展。 计算机化的系统和方法应用步骤，通过预定义的成员特征分割群体。 一旦细分，计算机化系统和方法将多个预测模型应用于分割的群体数据，以提供群体成员的排名，其指示每个成员发生或进展糖尿病的可能性。

公开(公告)号：US20160357923A1

公开(公告)日：2016-12-08

申请号：US15057091

申请日：2016-02-29

Applicant: Humana Inc.

Inventor： Yanting Dong ,  Vipin Gopal

IPC: G06F19/00 ,  G06N7/00

CPC classification number: G06N7/005 ,  G06N3/02 ,  G06N5/003 ,  G06N20/20 ,  G16H50/20

Abstract: The present invention is a method of predicting the likelihood that chronic kidney disease will result in end stage renal disease requiring dialysis. The method uses various indicators comprising information specific to an individual as well as information representing characteristics of a population including demographic information, health care and prescription insurance claims, and involvement in various programs designed to improve the health of a user. The method applies a predictive algorithm to these indicators in order to derive a risk score indicating an individual's risk of dialysis.

Abstract translation: 本发明是预测慢性肾脏疾病将导致需要透析的终末期肾病的可能性的方法。 该方法使用包括个人信息的各种指标以及表示人口特征的信息，包括人口统计信息，医疗保健和处方保险索赔，以及参与旨在改善用户健康状况的各种程序。 该方法对这些指标应用预测算法，以便得出指示个人透析风险的风险评分。