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:
Oct. 28, 2025

Filed:

Dec. 28, 2020
Applicants:

National University of Singapore, Singapore, SG;

Singapore Health Services Pte. Ltd., Singapore, SG;

Inventors:

Jun Ma, Singapore, SG;

Kok Kiong Tan, Singapore, SG;

Ban Leong Sng, Singapore, SG;

Tiong Heng Sia, Singapore, SG;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 8/08 (2006.01); A61B 8/00 (2006.01); G06T 7/246 (2017.01); G06T 7/62 (2017.01); G06T 7/66 (2017.01); G06V 10/10 (2022.01); G06V 10/44 (2022.01); G06V 10/75 (2022.01); G06V 10/764 (2022.01); A61B 17/34 (2006.01);
U.S. Cl.
CPC ...
G06V 10/764 (2022.01); A61B 8/085 (2013.01); A61B 8/0875 (2013.01); A61B 8/4444 (2013.01); A61B 8/5223 (2013.01); A61B 8/5246 (2013.01); G06T 7/248 (2017.01); G06T 7/62 (2017.01); G06T 7/66 (2017.01); G06V 10/16 (2022.01); G06V 10/44 (2022.01); G06V 10/751 (2022.01); A61B 2017/3413 (2013.01); G06T 2207/10132 (2013.01); G06T 2207/30012 (2013.01);
Abstract

Ultrasound imaging methods for identifying an anatomical feature of a spine are described. In an embodiment, the method comprises: receiving a transverse ultrasound image of a portion of the spine; extracting features of the portion of the spine from the image based on a distinct pattern associated with the anatomical feature of the spine; identifying a midline of the portion of the spine in the image; extracting midline features using pixel intensity values of the image; and identifying, based on a combination of the extracted features of the portion of the spine and the extracted midline features, the anatomical feature in the image. In another embodiment, the method comprises: receiving a paramedian sagittal ultrasound image of a portion of the spine; identifying morphological features of the image; and determining if the portion of the spine includes a sacrum using a Support Vector Machine classifier.


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