/Systems And Methods For Using Machine Learning Algorithms To Identify Care Gaps
Abstract

In some instances, a method is provided. The method comprises obtaining one or more care gap machine learning – artificial intelligence (ML – AI) models; obtaining individual information of an individual, wherein the individual information indicates one or more medical conditions of the individual and personal information of the individual; determining care gap information of the individual based on using the one or more care gap ML – AI models and the individual information, wherein the care gap information indicates one or more predictions for expectancy of a care gap of the individual, and wherein the care gap is associated with a gap in time that the individual has a lapse in receiving medical care for the one or more medical conditions; and performing one or more care gap interventions based on the care gap information.

Full Text

What is claimed is:

In some instances, a method is provided. The method comprises obtaining one or more care gap machine learning – artificial intelligence (ML – AI) models; obtaining individual information of an individual, wherein the individual information indicates one or more medical conditions of the individual and personal information of the individual; determining care gap information of the individual based on using the one or more care gap ML – AI models and the individual information, wherein the care gap information indicates one or more predictions for expectancy of a care gap of the individual, and wherein the care gap is associated with a gap in time that the individual has a lapse in receiving medical care for the one or more medical conditions; and performing one or more care gap interventions based on the care gap information.
Timeline
Filed
03/31/2026
Published
08/06/2026
Granted
Not Available
IPC Codes(3)
G16H 50/30:for calculating health indices; for individual health risk assessment
G16H 10/60:for patient-specific data, e.g. for electronic patient records
G16H 20/00:ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance