公开(公告)号：US11977985B2

公开(公告)日：2024-05-07

申请号：US17096062

申请日：2020-11-12

申请人： Optum, Inc.

发明人： Darrel Naidoo ,  Paul J. Godden ,  Gregory J. Boss ,  Peter M. Wahl

IPC分类号： G06N3/0895 ,  G06F16/23 ,  G06N3/045 ,  G06N3/08 ,  G06N3/088 ,  G06N3/09 ,  G06N3/0985 ,  G06N20/00 ,  G16H50/20

CPC分类号： G06N3/0895 ,  G06F16/2379 ,  G06N3/045 ,  G06N3/08 ,  G06N3/088 ,  G06N3/09 ,  G06N3/0985 ,  G06N20/00 ,  G16H50/20

摘要： Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing predictive prioritization. Certain embodiments utilize systems, methods, and computer program products that perform predictive prioritization using a combination of supervised machine learning models and unsupervised machine learning models that are in turn used to generate target features for a resultant prioritization machine learning model.

公开(公告)号：US20220147865A1

公开(公告)日：2022-05-12

申请号：US17096062

申请日：2020-11-12

申请人： Optum, Inc.

发明人： Darrel Naidoo ,  Paul J. Godden ,  Gregory J. Boss ,  Peter M. Wahl

IPC分类号： G06N20/00 ,  G06F16/23

摘要： Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing predictive prioritization. Certain embodiments utilize systems, methods, and computer program products that perform predictive prioritization using a combination of supervised machine learning models and unsupervised machine learning models that are in turn used to generate target features for a resultant prioritization machine learning model.