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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 11810299 B1

PDFFull Text
Date of Patent:
Nov. 07, 2023

Filed:

Jul. 13, 2023

Method and system for computer aided diagnosis using ensembled 2d and 3d neural networks based on medical images

Applicant:

Median Technologies, Valbonne, FR;

Inventors:

Benoît Huet, Roquefort-les Pins, FR;

Danny Francis, Antibes, FR;

Pierre Baudot, Marseilles, FR;

Assignee:

MEDIAN TECHNOLOGIES, Valbonne, FR;

Attorney:

HAUPTMAN HAM, LLP

Primary Examiner:

Siamak Harandi

Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06V 10/25 (2022.01); G06V 10/26 (2022.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01); G06T 7/73 (2017.01); G06V 10/32 (2022.01); G06V 10/776 (2022.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G06T 7/73 (2017.01); G06V 10/25 (2022.01); G06V 10/26 (2022.01); G06V 10/32 (2022.01); G06V 10/774 (2022.01); G06V 10/776 (2022.01); G06V 10/82 (2022.01); G16H 50/20 (2018.01); G06T 2200/04 (2013.01); G06T 2207/10081 (2013.01); G06T 2207/10088 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30096 (2013.01); G06V 2201/03 (2022.01);
Abstract

A method for generating a machine learning model for characterizing a plurality of Regions Of Interest ROIs based on a plurality of 3D medical images and an associated method for characterizing a Region Of Interest ROI based on at least one 3D medical image. The methods proposed here aim to provide complementary strategies to enable a classification of ROIs from 3D medical images which could take profit of the advantageous and complementarity of both 2D and 3D CNNs to improve the accuracy of the prediction. More precisely, the present disclosure proposes a 2D model that complements the 3D model so that the sensitivity/specificity of the diagnosis is improved by taking advantage of complementary notions.

Find Patent Forward Citations

Huet, Benoît. (2023). Method and system for computer aided diagnosis using ensembled 2d and 3d neural networks based on medical images (U.S. Patent No. 11810299). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11810299

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

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