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:
Sep. 27, 2022

Filed:

Dec. 07, 2021
Applicant:

Paige.ai, Inc., New York, NY (US);

Inventors:

Navid Alemi, Coventry, GB;

Christopher Kanan, Pittsford, NY (US);

Leo Grady, Darien, CT (US);

Assignee:

PAIGE.AI, Inc., New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 11/00 (2006.01); G16H 10/40 (2018.01); G16H 70/60 (2018.01); G16H 30/40 (2018.01); G06N 20/00 (2019.01); G06T 7/11 (2017.01);
U.S. Cl.
CPC ...
G06T 11/001 (2013.01); G06N 20/00 (2019.01); G06T 7/11 (2017.01); G16H 10/40 (2018.01); G16H 30/40 (2018.01); G16H 70/60 (2018.01); G06T 2200/24 (2013.01); G06T 2207/10024 (2013.01); G06T 2207/10056 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/30024 (2013.01); G06T 2210/41 (2013.01);
Abstract

Systems and methods are disclosed for adjusting attributes of whole slide images, including stains therein. A portion of a whole slide image comprised of a plurality of pixels in a first color space and including one or more stains may be received as input. Based on an identified stain type of the stain(s), a machine-learned transformation associated with the stain type may be retrieved and applied to convert an identified subset of the pixels from the first to a second color space specific to the identified stain type. One or more attributes of the stain(s) may be adjusted in the second color space to generate a stain-adjusted subset of pixels, which are then converted back to the first color space using an inverse of the machine-learned transformation. A stain-adjusted portion of the whole slide image including at least the stain-adjusted subset of pixels may be provided as output.


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