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. 15, 2021

Filed:

May. 10, 2019
Applicants:

Korea Advanced Institute of Science and Technology, Daejeon, KR;

The Asan Foundation, Seoul, KR;

University of Ulsan Foundation for Industry Cooperation, Ulsan, KR;

Inventors:

JongChul Ye, Daejeon, KR;

Eunhee Kang, Daejeon, KR;

Dong Hyun Yang, Seoul, KR;

Joon Bum Seo, Seoul, KR;

Hyun Jung Koo, Seoul, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 11/00 (2006.01); G06T 5/00 (2006.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
G06T 11/003 (2013.01); G06T 5/002 (2013.01); G06T 7/0012 (2013.01); G06T 2207/10072 (2013.01); G06T 2207/10116 (2013.01); G06T 2207/20084 (2013.01);
Abstract

A method for processing an unmatched low-dose X-ray computed tomography (CT) image using a neural network and an apparatus therefor are provided. The method includes receiving a low-dose X-ray CT image and removing noise from the low-dose X-ray CT image using a unsupervised learning based neural network learned using unmatched data to reconstruct a routine-dose X-ray CT image corresponding to the low-dose X-ray CT image.


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