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.:

US 11961594 B1

Date of Patent:

Apr. 16, 2024

Filed:

Jun. 28, 2019

System and method using clinical data to predict genetic relatedness for the efficient management and reduction of healthcare-associated infections

Applicant:

Koninklijke Philips N.v., Eindhoven, NL;

Inventors:

Liyi Xu, Cambridge, MA (US);

Raivo Kolde, Melrose, MA (US);

Andrew G. Hoss, Cambridge, MA (US);

Assignee:

KONINKLIJKE PHILIPS N.V., Eindhoven, NL;

Attorney:

Primary Examiner:

Jesse P Frumkin

Int. Cl.

CPC ...

G16B 5/20 (2019.01); G06N 5/02 (2023.01); G16B 20/20 (2019.01); G16B 30/10 (2019.01); G16B 40/20 (2019.01); G16B 45/00 (2019.01); G16H 40/20 (2018.01); G16H 50/30 (2018.01); G16H 50/50 (2018.01); G16H 50/70 (2018.01); G16H 50/80 (2018.01); G16H 70/60 (2018.01); G16B 20/40 (2019.01);

U.S. Cl.

CPC ...

G16B 5/20 (2019.02); G06N 5/02 (2013.01); G16B 20/20 (2019.02); G16B 30/10 (2019.02); G16B 45/00 (2019.02); G16H 40/20 (2018.01); G16H 50/30 (2018.01); G16H 50/50 (2018.01); G16H 50/70 (2018.01); G16H 50/80 (2018.01); G16H 70/60 (2018.01); G16B 20/40 (2019.02); G16B 40/20 (2019.02);

Abstract

A method for identifying two or more infections as related or non-related infections based on an estimated genetic relatedness of the two or more infections, comprising: (i) receiving, for each of two or more infected patients, infection-relevant information comprising an antibiotic resistance profile for the patient's infection, a geo-temporal record for the patient, and a caregiver history for the patient; (ii) estimating, using a trained genetic relatedness model, a genetic relatedness of at least two of the two or more infections; (iii) comparing the estimated genetic relatedness between at least two of the two or more infections to a predetermined threshold; (iv) identifying, based on the comparison, the at least two of the two or more infections as a related infection or a non-related infection.

Find Patent Forward Citations