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.

Date of Patent:
Aug. 27, 2024

Filed:

May. 19, 2021
Applicant:

Cerner Innovation, Inc., Kansas City, KS (US);

Inventors:

Nicholas Jingyi Ma, Kansas City, MO (US);

Andrew Roberts, Overland Park, KS (US);

Sasanka Are, Kansas City, MO (US);

Assignee:

Cerner Innovation, Inc., Kansas City, MO (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 50/20 (2018.01); A61M 16/00 (2006.01); G06N 20/00 (2019.01); G16H 10/60 (2018.01); G16H 20/40 (2018.01); G16H 40/20 (2018.01); G16H 40/67 (2018.01); G16H 50/30 (2018.01); G16H 50/70 (2018.01); G16H 40/40 (2018.01);
U.S. Cl.
CPC ...
G16H 50/20 (2018.01); A61M 16/024 (2017.08); G06N 20/00 (2019.01); G16H 10/60 (2018.01); G16H 20/40 (2018.01); G16H 40/20 (2018.01); G16H 40/67 (2018.01); G16H 50/30 (2018.01); G16H 50/70 (2018.01); A61M 2016/0027 (2013.01); A61M 2016/003 (2013.01); A61M 2205/3379 (2013.01); A61M 2230/42 (2013.01); G16H 40/40 (2018.01);
Abstract

A decision support tool is provided for identifying and assisting clinicians with patient ventilator asynchrony. The information used to make the identification may include data from a patient's ventilator including the volume, flow, and pressure associated with that ventilator. At least some of this information may be used to compute one or more features for a time series of the data received for the patient. These features may be used in connection with heuristic rules and machine learning algorithms to identify instances of patient ventilator asynchrony. Based on the identification, one or more intervening actions may be initiated to reduce the impact of patient ventilator asynchrony.


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