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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.:

US 12705862 B1

PDFFull Text
Date of Patent:
Aug. 11, 2026

Filed:

Jan. 09, 2023

Method and system for automatic classification of radiographic images having different acquisition characteristics

Applicant:

Median Technologies, Valbonne, FR;

Inventors:

Hubert Beaumont, Valbonne, FR;

Tiffany Foriel, Cannes, FR;

Vincent Bobin, Pibrac, FR;

Antoine Iannessi, Nice, FR;

Assignee:

MEDIAN TECHNOLOGIES, Valbonne, FR;

Attorney:

HAUPTMAN HAM, LLP

Primary Examiner:

Alex Kok S Liew

Int. Cl.
CPC ...
G06V 10/764 (2022.01); G06V 10/25 (2022.01); G06V 10/26 (2022.01); G06V 10/44 (2022.01); G06V 10/762 (2022.01); A61B 5/055 (2006.01);
U.S. Cl.
CPC ...
G06V 10/764 (2022.01); G06V 10/25 (2022.01); G06V 10/26 (2022.01); G06V 10/44 (2022.01); G06V 10/762 (2022.01); A61B 5/055 (2013.01); G06V 2201/031 (2022.01);
Abstract

A method and system are disclosed for generating a machine learning model for automatic classification of radiographic images acquired by various acquisition protocols. The method includes the steps of: providing a plurality of radiographic images, detecting and segmenting in each of the radiographic image at least one regions of interest (ROI) as reference ROI, measuring at least one radiomic feature per reference ROI, identifying valid reference ROIs based on the measured radiomics values, and clustering the measured radiomics values of valid reference ROIs into at least two reference clusters according to a set of characteristics of image acquisition. A method and system are disclosed for classifying radiographic images by applying a machine learning model generated for automatic classification of radiographic images.

Find Patent Forward Citations

Beaumont, Hubert. (2026). Method and system for automatic classification of radiographic images having different acquisition characteristics (U.S. Patent No. 12705862). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12705862

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