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:
Jul. 14, 2026

Filed:

Nov. 27, 2023
Applicant:

Koninklijke Philips N.v., Eindhoven, NL;

Inventors:

Ikaro Garcia Araujo Da Silva, Cambridge, MA (US);

Samer Bou Jawde, Cambridge, MA (US);

Roberto Buizza, Cambridge, MA (US);

Cornelis Van Zon, Cambridge, MA (US);

Isha Malekar, Cambridge, MA (US);

Francesco Vicario, Cambridge, MA (US);

Assignee:

Koninklijke Philips N.V., The Netherlands, AG;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
A61M 16/00 (2006.01);
U.S. Cl.
CPC ...
A61M 16/026 (2017.08); A61M 16/0003 (2014.02); A61M 2016/0027 (2013.01); A61M 2016/0033 (2013.01);
Abstract

A method for automated detection of water accumulation in a ventilator, comprising: (i) a plurality of iterations of: calculating an airway pressure water accumulation index; calculating a flow water accumulation index; labeling, using a trained asynchrony detection algorithm, the single breath of the patient as synchronous or asynchronous, and ranking all of the input features based on an importance of each respective input feature to the synchronous or asynchronous determination; (ii) for the plurality of iterations; determining, a most frequent breath labeling, a most frequent most important input feature, and a most frequent most important input feature for each type of breath; and determining one or more of: (1) water accumulation and an action to remove the water accumulation; and (2) asynchrony due to a cause other than water accumulation, and an action to correct the asynchrony; and (iii) notifying a user of the determined action.


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