Kenneth A Barker

US Patent:

20210104307, Apr 8, 2021

Filed:

Oct 4, 2019

Appl. No.:

16/593178

Inventors:

- Armonk NY, US
Gema Almoguera - Irving TX, US
Kenneth J. Barker - Mahopac NY, US
Ching-Hua Chen - New York NY, US
Adam R. Faulkner - New York NY, US
Pei-Yun Hsueh - New York NY, US
Chandramouli Maduri - Elmsford NY, US
Sara Rosenthal - Spring Valley NY, US

International Classification:

G16H 20/00
G16H 50/20
G16H 50/50
G16H 80/00
G16H 10/60
G06K 9/00
G06N 5/04

Abstract:

A mechanism is provided in a data processing system to implement a personalized patient engagement engine. The personalized patient engagement engine develops a set of models for a plurality of behavioral phenotypes based on anonymized unstructured and structured patient-care management records for a plurality of patients over a period of time; matches a given patient to a behavioral phenotype; estimates a propensity of positive and/or negative behavioral responses of each of a plurality of targeted behaviors; dynamically updates personalized intervention effectiveness rankings in context for care manager and patient decision-making based on what has been shown to lead to positive responses for individuals with a similar behavioral profile; generates an intervention recommendation for the given patient based on the personalized intervention effectiveness rankings relative to the patient given an assigned goal and an individual intervention effect estimation; and provides the intervention recommendation to the care manager.