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:
Jun. 17, 2025

Filed:

Feb. 11, 2019
Applicant:

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

Inventor:

Michael Heydlauf, Cary, NC (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01N 35/00 (2006.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); G16H 40/40 (2018.01);
U.S. Cl.
CPC ...
G01N 35/00623 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G16H 40/40 (2018.01); G01N 2035/00653 (2013.01);
Abstract

Predictive quality control apparatus and methods for diagnostic testing systems may include a decision module that continually receives and correlates related data along with quality control results. The related data may include, but not be limited to, one or more of the number and type of tests previously performed by a diagnostic analyzer, analyzer temperature, vibration level, humidity level, atmospheric pressure, degree of water ionization, refrigerated storage temperature of components used by the diagnostic analyzer, reagent lot number, reagent lot expiration, and/or other sensor and/or externally-sourced data. The decision module may be trained with quality control results indicating acceptable and unacceptable analyzer operation along with the related data in order to recognize patterns that may indicate subsequent unacceptable analyzer operation. The predictive apparatus and methods may accordingly notify a user of potentially unacceptable analysis operation well before discovery of such by conventional quality control testing.


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