Invention Grant
- Patent Title: Artifacts removal from tissue images
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Application No.: US16646048Application Date: 2018-09-21
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Publication No.: US11521301B2Publication Date: 2022-12-06
- Inventor: Eldad Klaiman
- Applicant: HOFFMANN-LA ROCHE INC.
- Applicant Address: US NJ Little Falls
- Assignee: HOFFMANN-LA ROCHE INC.
- Current Assignee: HOFFMANN-LA ROCHE INC.
- Current Assignee Address: US NJ Little Falls
- Agency: Harness, Dickey & Pierce, P.L.C.
- Priority: EP17192764 20170922
- International Application: PCT/EP2018/075708 WO 20180921
- International Announcement: WO2019/057944 WO 20190328
- Main IPC: G06T5/00
- IPC: G06T5/00 ; G16H30/40 ; G06N20/00 ; G06N3/04

Abstract:
The method includes generating, for each of a plurality of original images, a first artificially degraded image by applying a first image-artifact-generation logic on each of the original images; and generating the program logic by training an untrained version of a first machine-learning logic that encodes a first artifacts-removal logic on the original images and their respectively generated first degraded images; and returning the trained first machine-learning logic as the program logic or as a component thereof. The first image-artifact-generation logic is A) an image-acquisition-system-specific image-artifact-generation logic or B) a tissue-staining-artifact-generation logic.
Public/Granted literature
- US20200279354A1 ARTIFACTS REMOVAL FROM TISSUE IMAGES Public/Granted day:2020-09-03
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