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. 04, 2022

Filed:

Nov. 05, 2019
Applicant:

Shimadzu Corporation, Kyoto, JP;

Inventor:

Takero Sakai, Kyoto, JP;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01N 30/72 (2006.01); G01N 30/88 (2006.01); G01N 30/86 (2006.01);
U.S. Cl.
CPC ...
G01N 30/72 (2013.01); G01N 30/8637 (2013.01); G01N 30/88 (2013.01);
Abstract

The method according to the present invention includes: a training sample measurement process (S, S) in which, for a food product belonging to the same kind as a determination target, a plurality of training samples individually labeled with a known state of quality are subjected to a measurement using a chromatograph mass spectrometer under the same analysis condition; a training sample data collection process (S, S) in which an index value related to the magnitude of a peak observed on an extracted ion chromatogram obtained by the measurement is acquired for each training sample, and the index value of the peak at each retention time common to the training samples is extracted; and a discrimination model creation process (S-S) in which a supervised training is performed to create a discrimination model, using, as the training data, the index value of the peak at each retention time common to the training samples acquired for each of the labeled training samples. Measurement data for an unknown sample is inputted into a discriminator based on the discrimination model, to obtain a quality discrimination result.


Find Patent Forward Citations

Sakai, Takero. (2022). Method for determining food-product quality and food-product quality determination device (U.S. Patent No. 11460453). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11460453

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

Loading…