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:
Oct. 31, 2023

Filed:

Nov. 17, 2020
Applicant:

Sartorius Bioanalytical Instruments, Inc.;

Inventors:

Timothy Jackson, Hatfield, GB;

Nevine Holtz, Saline, MI (US);

Christoffer Edlund, Umeå, SE;

Rickard Sjögren, Röbäck, SE;

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06T 5/50 (2006.01); G06T 7/70 (2017.01); G02B 21/36 (2006.01); G02B 21/16 (2006.01); G01N 21/64 (2006.01); G06V 20/69 (2022.01); G06F 18/21 (2023.01); G06V 10/764 (2022.01); G06V 10/80 (2022.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G01N 21/6428 (2013.01); G01N 21/6458 (2013.01); G02B 21/16 (2013.01); G02B 21/367 (2013.01); G06F 18/217 (2023.01); G06T 5/50 (2013.01); G06T 7/70 (2017.01); G06V 10/764 (2022.01); G06V 10/803 (2022.01); G06V 20/69 (2022.01); G06V 20/693 (2022.01); G06V 20/698 (2022.01); G01N 2021/6439 (2013.01); G06T 2207/10056 (2013.01); G06T 2207/10148 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20212 (2013.01); G06T 2207/30024 (2013.01);
Abstract

A method of analyzing images of a biological specimen using a computational model is described, the method including processing a cell image of the biological specimen and a phase contrast image of the biological specimen using the computational model to generate an output data. The cell image is a composite of a first brightfield image of the biological specimen at a first focal plane and a second brightfield image of the biological specimen at a second focal plane. The method also includes performing a comparison of the output data and a reference data and refining the computational model based on the comparison of the output data and the reference data. The method also includes thereafter processing additional image pairs according to the computational model to further refine the computational model based on comparisons of additional output data generated by the computational model to additional reference data.


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