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:
Dec. 23, 2025

Filed:

Dec. 27, 2019
Applicant:

Jlk Inc., Cheongju-si, KR;

Inventors:

Won Tae Kim, Suwon-si, KR;

Shin Uk Kang, Seoul, KR;

Myung Jae Lee, Seoul, KR;

Dong Min Kim, Seoul, KR;

Jin Seong Jang, Seoul, KR;

Assignee:

JLK INC., Cheongju-si, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 50/20 (2018.01); G06N 3/02 (2006.01); G06N 3/045 (2023.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
G16H 50/20 (2018.01); G06N 3/02 (2013.01); G06T 7/0012 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30096 (2013.01);
Abstract

A cerebrovascular disease learning apparatus may be provided. The cerebrovascular disease learning apparatus may include a maximum intensity projection magnetic resonance angiography (MIP MRA) configuration unit configured to receive 3D time-of-flight magnetic resonance angiography (3D TOF MRA) and to construct MIP MRA including a plurality of image frames, a space characteristic learning unit configured to construct a space characteristic learning model, a frame characteristic learning unit configured to receive the space characteristics and to construct a frame characteristic learning model based on a recurrent neural network (RNN) learning method, and a lesion characteristic learning unit configured to receive the frame characteristics and to construct a lesion characteristic learning model based on the CNN learning method.


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