The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jan. 31, 2023
Filed:
Feb. 13, 2015
Health AT Scale Corporation, San Jose, CA (US);
John V. Guttag, Lexington, MA (US);
Zeeshan H. Syed, Cupertino, CA (US);
HEALTH AT SCALE CORPORATION, San Jose, CA (US);
Abstract
A computer-based system and method to assign patients to providers. In one embodiment, the invention predicts the performance of provider-patient pairs in terms of different outcome-, financial- and satisfaction-related metrics across providers using advanced machine learning methodologies to develop distinct models for each of these metrics across each of the providers using a historical database. In another embodiment, patients are assigned to providers in a batch or online manner using this information through an optimization framework that looks to maximize or minimize arbitrary combinations of the outcome-, financial-, and satisfaction-related metrics subject to practical operational constraints. In another embodiment, the invention includes logic to avoid 'boxing' providers and uses exploration to continuously update the profiles of providers for metrics in a manner that accounts for provider performance getting better or worse over time, and the historical database not being representative of all potential patients to be assigned by this system.