US 12,080,398 B2
Systems and methods for healthcare provider dashboards
Dean Nida, Portland, OR (US); Michael Brown-Hayes, Portland, OR (US); James Chung, Sherwood, OR (US); Carolyn Espinoza, Woodburn, OR (US); Michael Emerson, Portland, OR (US); John Larson, Portland, OR (US); Jennifer Tschirpke, Portland, OR (US); Stephani Driver, Portland, OR (US); Daniel Jaesup Yoo, Portland, OR (US); and Jenifer Curry, Kendrick, ID (US)
Assigned to CAMBIA HEALTH SOLUTIONS, INC., Portland, OR (US)
Filed by Cambia Health Solutions, Inc., Portland, OR (US)
Filed on Oct. 10, 2022, as Appl. No. 18/045,427.
Application 18/045,427 is a continuation of application No. 16/803,909, filed on Feb. 27, 2020, granted, now 11,501,862.
Claims priority of provisional application 62/848,510, filed on May 15, 2019.
Claims priority of provisional application 62/812,717, filed on Mar. 1, 2019.
Prior Publication US 2023/0054513 A1, Feb. 23, 2023
Int. Cl. G16H 10/60 (2018.01); G06F 3/0482 (2013.01); G06F 3/04845 (2022.01); G06F 3/04847 (2022.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); G16H 15/00 (2018.01); G16H 40/20 (2018.01); G16H 40/40 (2018.01); G16H 50/30 (2018.01); G16H 80/00 (2018.01); H04L 67/01 (2022.01)
CPC G16H 15/00 (2018.01) [G06F 3/0482 (2013.01); G06F 3/04845 (2013.01); G06F 3/04847 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G16H 10/60 (2018.01); G16H 40/20 (2018.01); G16H 40/40 (2018.01); G16H 50/30 (2018.01); G16H 80/00 (2018.01); H04L 67/01 (2022.05)] 20 Claims
OG exemplary drawing
 
1. A method comprising:
collecting medical claims from one or more healthcare databases, each of the medical claims associated with a patient;
generating a clinical prediction for the patient, using a machine learning model, based on the medical claims associated with the patient;
receiving, from a user of a client device, a selection of the patient;
determining an order of a plurality of display modules automatically based on the clinical prediction, wherein each display module displays information relating to the patient, and wherein determining the order of the plurality of display modules includes determining a positioning of the plurality of display modules relative to one another;
generating a dashboard including the plurality of display modules displayed in the order determined;
transmitting the dashboard to the client device for display to the user;
receiving, from the client device, feedback regarding the order of the plurality of display modules; and
training the machine learning model based on the feedback.