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:
Jul. 30, 2024

Filed:

Jun. 04, 2019
Applicant:

Deep Bio Inc., Seoul, KR;

Inventors:

Sanghun Lee, Seoul, KR;

Joonyoung Cho, Seoul, KR;

Sun Woo Kim, Seongnam-si, KR;

Assignee:

DEEP BIO INC., Seoul, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/73 (2017.01); G06F 18/23 (2023.01); G06N 3/042 (2023.01); G06N 3/08 (2023.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
G16H 50/20 (2018.01); G06F 18/23 (2023.01); G06N 3/042 (2023.01); G06N 3/08 (2013.01); G06T 7/74 (2017.01); G16H 30/40 (2018.01);
Abstract

A two-phase disease diagnosis system includes a processor and a storage device storing a neural network, and using a slide including a biometric image and the neural network. The system includes a patch neural network that receives, through an input layer, a given patch segmented in a given size from the slide and outputs patch level diagnosis results indicating whether a disease is present in the patch and a slide diagnosis engine that marks a patch determined to be cancer based on the patch level diagnosis results for each of multiple patches included in the slide and outputs slide level diagnosis results indicating whether a disease is present in the slide based on the marked results. The patch neural network receives, through the input layer, four-channel information including original color information three-channels and a gray channel for the patch.


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