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:
May. 27, 2025

Filed:

Dec. 09, 2020
Applicant:

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

Inventors:

Hyeon-Min Bae, Daejeon, KR;

Seokhwan Oh, Daejeon, KR;

Gibbeum Lee, Daejeon, KR;

Myeong Gee Kim, Daejeon, KR;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G16H 50/50 (2018.01); A61B 8/00 (2006.01); A61B 8/15 (2006.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G16H 50/50 (2018.01); A61B 8/4477 (2013.01); A61B 8/469 (2013.01); A61B 8/5246 (2013.01); G06N 3/08 (2013.01); A61B 8/15 (2013.01);
Abstract

The method of operating an image device comprises receiving an input of virtual tissues modeled with an arbitrary shape and a quantitative feature, simulating a TOF change or a signal strength change of ultrasound data having penetrated the virtual tissues modeled with a speed-of-sound distribution or an attenuation coefficient distribution in a first and in a second direction, and creating an image pair representing the TOF change or the signal strength change, creating a speed-of-sound distribution image or an attenuation coefficient distribution image of each of the virtual tissues as a ground truth of an image pair created in the corresponding virtual tissue, and training a first neural network that reconstruct the speed-of-sound distribution image from an input image pair or training a second neural network that reconstructs the attenuation coefficient distribution image from the input image pair.


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