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:
Dec. 30, 2025

Filed:

Mar. 11, 2022
Applicants:

Institut Gustave Roussy, Villejuif, FR;

Universite Paris-saclay, Gif-sur-Yvette, FR;

Centralesupelec, Gif sur Yvette, FR;

Inventors:

Marvin Lerousseau, Arcueil, FR;

Eric Deutsch, Paris, FR;

Assignees:

INSTITUT GUSTAVE ROUSSY, Villejuif, FR;

UNIVERSITE PARIS-SACLAY, Gif-sur-Yvette, FR;

CENTRALE SUPELEC, Gif-sur-yvette, FR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/00 (2022.01); G06T 7/00 (2017.01); G16H 30/40 (2018.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G16H 30/40 (2018.01); G06T 2207/20084 (2013.01);
Abstract

A method implemented by computer means for training a decision system for segmenting medical images from a training set of annotated medical images, the segments belonging to at least one class, each annotation of the medical images including quantitative information about a number of pixels of the image that belongs to each of the classes, the method using weakly-supervised algorithm based on a percentage of the pixels of the image belonging to a concerned class.


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