Invention Grant
- Patent Title: Tissue staining quality determination
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Application No.: US15699204Application Date: 2017-09-08
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Publication No.: US10706535B2Publication Date: 2020-07-07
- Inventor: Nuri Murat Arar , Maria Gabrani , Govind Kaigala , Aditya Kashyap , Anna Fomitcheva Khartchenko , Pushpak Pati
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agency: Harrington & Smith
- Main IPC: G06K9/00
- IPC: G06K9/00 ; G06T7/00 ; G06K9/03 ; G06T7/194 ; G06K9/46 ; G06K9/62 ; G01N1/30

Abstract:
The invention relates to the automated determination of the staining quality of an IHC stained biological sample. A plurality of features is extracted from a digital IHC stained tissue image. The features are input into a first classifier configured to identify the extended tissue type of the depicted tissue as a function of the extracted features. An extended tissue type is a tissue type with a defined expression level of the tumor marker. In addition, the extracted features are input into a second classifier configured to identify a contrast level of the depicted tissue as a function of at least some second ones of the extracted features. The contrast level indicates the intensity contrast of pixels of the stained tissue. Then, a staining quality score of the image is computed as a function of the identified extended tissue type and the identified contrast level.
Public/Granted literature
- US20190080450A1 Tissue Staining Quality Determination Public/Granted day:2019-03-14
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