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Patent Searching and Data


Title:
MONITORING SURFACE CLEANING OF MEDICAL SURFACES USING VIDEO STREAMING
Document Type and Number:
WIPO Patent Application WO/2020/264367
Kind Code:
A8
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.

Inventors:
FERRANTE, Joseph (Inc.101 Huntington Avenue, Suite 130, Boston MA, US)
GROSS, Kelsey, J. (Inc.101 Huntington Avenue, Suite 130, Boston MA, US)
SWART, Elliot (Inc.101 Huntington Avenue, Suite 130, Boston MA, US)
Application Number:
US2020/039918
Publication Date:
April 22, 2021
Filing Date:
June 26, 2020
Export Citation:
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Assignee:
3DERM SYSTEMS, INC. (Suite 1300Boston, MA, US)
International Classes:
A61L2/24; A47K7/04; A61B90/80; B08B7/04; G08B21/24; G16H40/20
Attorney, Agent or Firm:
HULSE, Robert, A. et al. (Silicon Valley Center801 California Stree, Mountain View CA, US)
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