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:
Jul. 16, 2024
Filed:
Jun. 10, 2020
Applicant:
Fresenius Medical Care Holdings, Inc., Waltham, MA (US);
Inventors:
Peter Kotanko, New York, NY (US);
Hanjie Zhang, Rutherford, NJ (US);
Assignee:
FRESENIUS MEDICAL CARE HOLDINGS, INC., Waltham, MA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 50/20 (2018.01); A61M 1/14 (2006.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); G16H 10/60 (2018.01); G16H 20/40 (2018.01); G16H 50/30 (2018.01);
U.S. Cl.
CPC ...
G16H 50/20 (2018.01); A61M 1/14 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G16H 10/60 (2018.01); G16H 20/40 (2018.01); G16H 50/30 (2018.01); A61M 2230/30 (2013.01);
Abstract
Techniques for real-time intradialytic hypotension (IDH) prediction are disclosed. A system obtains historical hemodialysis treatment data that is segmented into sets of machine learning training data based on temporal proximities to IDH events and trains a machine learning model to predict IDH events based on the sets of machine learning training data.