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. 04, 2024

Filed:

Sep. 23, 2022
Applicant:

Tomocube, Inc., Daejeon, KR;

Inventors:

Kihyun Hong, Daejeon, KR;

Hyun-Seok Min, Daejeon, KR;

YongKeun Park, Daejeon, KR;

Geon Kim, Daejeon, KR;

Youngju Jo, Daejeon, KR;

Assignee:

Tomocube, Inc., Daejeon, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/045 (2023.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
G06N 3/045 (2023.01); G06T 7/0012 (2013.01); G06T 2207/10056 (2013.01);
Abstract

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for identifying the predicted type of one or more microorganisms. In one aspect, a system comprises a phase-contrast microscope and a microorganism classification system. The phase-contrast microscope is configured to generate a three-dimensional quantitative phase image of one or more microorganisms. The microorganism classification system is configured to process the three-dimensional quantitative phase image using a neural network to generate a neural network output characterizing the microorganisms, and thereafter identify the predicted type of the microorganisms using the neural network output.


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