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. 08, 2025

Filed:

Feb. 13, 2023
Applicant:

Promedius Inc., Seoul, KR;

Inventors:

Namkug Kim, Seoul, KR;

Kyung Jin Cho, Seoul, KR;

Mingyu Kim, Seoul, KR;

Ji Yeon Suh, Hwaseong-si, KR;

Gil-Sun Hong, Seoul, KR;

Assignee:

PROMEDIUS INC., Seoul, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06T 5/50 (2006.01); G06T 7/00 (2017.01); G16H 30/40 (2018.01);
U.S. Cl.
CPC ...
G06T 7/0014 (2013.01); G06T 5/50 (2013.01); G16H 30/40 (2018.01); G06T 2207/10012 (2013.01); G06T 2207/10081 (2013.01); G06T 2207/10116 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/30008 (2013.01); G06T 2207/30061 (2013.01); G06T 2207/30168 (2013.01);
Abstract

A medical image processing method for processing a pediatric simple X-ray image using a machine learning model and a medical image processing apparatus therefor are provided. The apparatus applies a style conversion model to a CT image pair including a basic CT image and a suppression CT image where at least a portion of a bone of the basic CT image is suppressed to convert the CT image pair into a conversion image pair and trains a bone suppression model for a simple X-ray image based on training data including the conversion image pair.


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