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.
Patent No.:
Date of Patent:
Apr. 14, 2026
Filed:
Oct. 28, 2022
Applicant:
Aclarion, Inc., San Mateo, CA (US);
Inventors:
James Charles Abel, Emerald Hills, CA (US);
James Clayton Peacock, III, San Carlos, CA (US);
Ricardo Dario Pradenas, Irvine, CA (US);
Assignee:
Aclarion, Inc., San Mateo, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01R 33/485 (2006.01); G01R 33/48 (2006.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
G01R 33/485 (2013.01); G01R 33/4828 (2013.01); G16H 50/20 (2018.01);
Abstract
Systems and methods are provided for using machine learning (ML) models to evaluate data generated during MRI procedures, such as magnetic resonance spectroscopy (MRS) data, to evaluate patient disc pain. An ML-based disc assessment system can evaluate MRS spectrum data ML models trained to classify the MRS spectrum based on diagnostic and/or outcome-based ground truth data.