US 12,424,331 B2
Systems and methods for managing health treatment
John Cray, Naperville, IL (US); and Ernesto Wallerstein, Jr., North Aurora, IL (US)
Assigned to Mental Health Technologies, Aurora, IL (US)
Filed by Mental Health Technologies, Inc., Aurora, IL (US)
Filed on Dec. 7, 2023, as Appl. No. 18/532,728.
Prior Publication US 2024/0105343 A1, Mar. 28, 2024
Int. Cl. G16H 50/30 (2018.01); G06N 3/02 (2006.01); G16H 10/20 (2018.01); G16H 10/60 (2018.01); G16H 40/20 (2018.01); G16H 50/70 (2018.01)
CPC G16H 50/30 (2018.01) [G06N 3/02 (2013.01); G16H 10/20 (2018.01); G16H 10/60 (2018.01); G16H 40/20 (2018.01); G16H 50/70 (2018.01)] 20 Claims
OG exemplary drawing
 
1. A method for managing healthcare diagnosis and treatment, comprising:
monitoring at least one data source for a workflow trigger comprising at least one of an order, a test result, an appointment, a patient demographic, a patient status, a patient history, a patient communication, and a condition;
triggering a workflow upon the detection of a workflow trigger, wherein the workflow comprises:
a first decision-making layer configured to manage at least one of a rule, a patient test, and a patient communication;
a second decision-making layer configured to manage at least one workflow, wherein the workflow comprises at least one rule; and
a third decision-making layer configured to manage at least one machine learning model, wherein the machine learning model is configured to process data relevant to the workflow and to determine a probability of a condition to be tested;
wherein the three decision-making layers are configured to communicate among one another and with external resources;
executing the steps of the workflow to analyze data relating to a patient and to determine an appropriate test for the patient, wherein the appropriateness of the test is determined with the assistance of the machine learning model;
ordering the test for the patient; and/or
administering the test to the patient;
processing the results of the test; and
transmitting the results of the test.