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。