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:
Mar. 21, 2023
Filed:
May. 01, 2018
International Business Machines Corporation, Armonk, NY (US);
Kenney Ng, Arlington, MA (US);
Uri Kartoun, Cambridge, MA (US);
Paul C Tang, Los Altos, CA (US);
Charalambos Stavropoulos, Tarrytown, NY (US);
Yoonyoung Park, Cambridge, MA (US);
Amy Chiu, San Francisco, CA (US);
Amarendra Das, Cambridge, MA (US);
MERATIVE US L.P., Ann Arbor, MI (US);
Abstract
A plurality of attributes are extracted from a plurality of electronic health records, where each electronic health record is associated with a patient in a plurality of patients. Additionally, a training data set and a scoring data set are generated based on the plurality of attributes, and a patient similarity model is trained based on the training data set. A precision cohort is identified, where the precision cohort includes patients in the plurality of patients from the scoring data set that are similar to a first patient based on an electronic health record of the first patient and the similarity model. At least one result statistic for each of a plurality of treatments given to patients in the precision cohort is determined, and a first treatment of the plurality of treatments is selected for the first patient based at least in part on the determined result statistics.