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:
Mar. 11, 2025

Filed:

Jun. 26, 2020
Applicant:

Digital Diagnostics Inc., Coralville, IA (US);

Inventors:

Joseph Ferrante, Cambridge, MA (US);

Kelsey Gross, Seattle, WA (US);

Elliot Swart, Phoenix, AZ (US);

Assignee:

Digital Diagnostics Inc., Coralville, IA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06V 20/40 (2022.01); A61L 2/24 (2006.01); A61L 2/28 (2006.01); G06T 7/70 (2017.01); G06V 10/764 (2022.01); G16H 40/20 (2018.01); G16H 40/67 (2018.01);
U.S. Cl.
CPC ...
G06V 20/41 (2022.01); A61L 2/24 (2013.01); A61L 2/28 (2013.01); G06T 7/70 (2017.01); G06V 10/764 (2022.01); G16H 40/20 (2018.01); G16H 40/67 (2018.01); A61L 2202/17 (2013.01); A61L 2202/24 (2013.01); A61L 2202/25 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/20081 (2013.01);
Abstract

A cleaning wizard monitors and provides feedback for cleaning of medical equipment to ensure that cleaning is performed based on best practices. The cleaning wizard receives a video stream comprising an item of medical equipment and inputs a first set of video frames from the video stream into a first machine learning model. The first machine learning model is trained to output whether the first set of video frames corresponds to activity that initiates a cleaning protocol for the item of medical equipment. Responsive to the cleaning protocol being initiated, the cleaning wizard inputs a second set of video frames into a second machine learning model trained to output whether the second set of frames meets criteria of the cleaning protocol. Responsive to all criteria of the cleaning protocol being met, the cleaning wizard transmits a notification to an operator that the cleaning protocol is complete.


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