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:
May. 18, 2021

Filed:

Feb. 16, 2016
Applicant:

Siemens Healthcare Diagnostics Inc., Tarrytown, NY (US);

Inventors:

JinHyeong Park, Princeton, NJ (US);

Yao-Jen Chang, Princeton, NJ (US);

Wen Wu, Kirkland, WA (US);

Terrence Chen, Princeton, NJ (US);

Benjamin Pollack, Jersey City, NJ (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01N 21/94 (2006.01); G06T 7/00 (2017.01); G01J 3/46 (2006.01); G01J 3/50 (2006.01); G01N 21/25 (2006.01); G01N 21/03 (2006.01); G01N 21/27 (2006.01); G01N 35/00 (2006.01); G06K 9/00 (2006.01); G06K 9/62 (2006.01); G01N 21/59 (2006.01);
U.S. Cl.
CPC ...
G01N 21/94 (2013.01); G01J 3/462 (2013.01); G01J 3/50 (2013.01); G01N 21/03 (2013.01); G01N 21/25 (2013.01); G01N 21/27 (2013.01); G01N 35/00613 (2013.01); G06K 9/0014 (2013.01); G06K 9/00147 (2013.01); G06K 9/6269 (2013.01); G06T 7/0012 (2013.01); G01N 2021/5923 (2013.01); G01N 2021/5969 (2013.01); G01N 2201/12 (2013.01); G06T 2207/10024 (2013.01); G06T 2207/30024 (2013.01);
Abstract

A model-based method of inspecting a specimen for presence of one or more interferent, such as Hemolysis, Icterus, and/or Lipemia (HI L) is provided. The method includes generating a pixelated image of the specimen in a first color space, determining color components (e.g., an a-value and a b-value) for pixels in the pixelated image, classifying of the pixels as being either liquid or non-liquid, defining one or more liquid regions based upon the pixels classified as liquid, and determining a presence of one or more interferent within the one or more liquid regions. The liquid classification is based upon a liquid classification model. Pixel classification may be based on a trained multiclass classifier. Interference level for the one or more interferent may be provided. Testing apparatus adapted to carry out the method are described, as are other aspects.


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