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. 07, 2026

Filed:

Mar. 17, 2025
Applicant:

National Taiwan University, Taipei, TW;

Inventors:

Kai-Min Chang, Taipei, TW;

Yi-Chung Shu, Taipei, TW;

Che-Yu Lin, Taipei, TW;

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
A61B 8/08 (2006.01); A61B 5/00 (2006.01); G06N 3/0464 (2023.01); G06T 7/00 (2017.01); G06V 10/25 (2022.01); G06V 10/44 (2022.01); G06V 10/764 (2022.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
A61B 5/4576 (2013.01); A61B 8/08 (2013.01); G06N 3/0464 (2023.01); G06V 10/25 (2022.01); G06V 10/44 (2022.01); G06V 10/764 (2022.01);
Abstract

An artificial intelligence-driven dynamic ultrasound system and method for detecting subacromial impingement are disclosed by the present disclosure. The system includes Faster R-CNN module including a ResNet50 architecture, a region proposal network architecture and a first fully connected layer. The Faster R-CNN module is communicated with a dynamic ultrasound image acquisition module and a 1D-CNN module. The dynamic ultrasound image acquisition module includes a high frequency linear transducer configured to be disposed on a position of a lateral edge of an acromioclavicular joint parallel to a scapula of a subject. The 1D-CNN module comprises a first one-dimensional convolution layer, a second one-dimensional convolution layer, a second fully connected layer, a third fully connected layer and a fourth fully connected layer. The 1D-CNN module is configured to output a probability of developing subacromial impingement syndrome by the second, the third and the fourth fully connected layer.


Find Patent Forward Citations

Chang, Kai-Min. (2026). Artificial intelligence-driven dynamic ultrasound system and method for detecting subacromial impingement (U.S. Patent No. 12672818). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12672818

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Loading…