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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.

Patent No.:

US 12770372 B1

PDFFull Text
Date of Patent:
Oct. 20, 2026

Filed:

Nov. 23, 2022

Digital analysis of preanalytical factors in tissues used for histological staining

Applicant:

Agilent Technologies, Inc., Santa Clara, CA (US);

Inventors:

Frederik Aidt, Copenhagen, DK;

Oded Ben-David, Shoham, IL;

Lars Christian Jacobsen, Birkerod, DK;

Assignee:

Agilent Technologies, Inc., Santa Clara, CA (US);

Attorney:

ArentFox Schiff LLP

Primary Examiner:

Oneal R Mistry

Assistant Examiner:

Rachel L Roberts

Int. Cl.
CPC ...
G16H 10/60 (2018.01); G06T 7/00 (2017.01); G06T 7/10 (2017.01); G06V 10/764 (2022.01); G06V 10/771 (2022.01); G06V 10/774 (2022.01); G16H 15/00 (2018.01);
U.S. Cl.
CPC ...
G06V 10/774 (2022.01); G06T 7/0012 (2013.01); G06T 7/10 (2017.01); G06V 10/764 (2022.01); G06V 10/771 (2022.01); G06T 2207/10024 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/30024 (2013.01);
Abstract

There is provided a computer implemented method of training a preanalytical factor machine learning model, comprising: creating a preanalytical training dataset of a plurality of records, wherein a preanalytical record comprises: an image of a slide of pathological tissue of a subject processed with at least one preanalytical factor, and a ground truth label indicating the at least one preanalytical factor, and training the preanalytical machine learning model on the preanalytical training dataset for generating an outcome of at least one target preanalytical factor used to process tissue depicted in a target image in response to the input of the target image.

Find Patent Forward Citations

Aidt, Frederik. (2026). Digital analysis of preanalytical factors in tissues used for histological staining (U.S. Patent No. 12770372). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12770372

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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