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. 16, 2025

Filed:

Sep. 04, 2020
Applicant:

Oxford University Innovation Limited, Oxford, GB;

Inventors:

Qiang Zhang, Oxford, GB;

Stefan Piechnik, Oxford, GB;

Vanessa Ferreira, Oxford, GB;

Evan Hann, Oxford, GB;

Iulia Andreia Popescu, Oxford, GB;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06T 5/92 (2024.01); A61B 5/00 (2006.01); A61B 5/055 (2006.01); G06T 5/50 (2006.01);
U.S. Cl.
CPC ...
G06T 5/92 (2024.01); A61B 5/055 (2013.01); G06T 5/50 (2013.01); A61B 5/0044 (2013.01); G06T 2207/10081 (2013.01); G06T 2207/10088 (2013.01); G06T 2207/10104 (2013.01); G06T 2207/10108 (2013.01); G06T 2207/10116 (2013.01); G06T 2207/10132 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20212 (2013.01); G06T 2207/30048 (2013.01);
Abstract

A method and apparatus for enhancing magnetic resonance images to produce contrast-enhanced images without the need to administer contrast agent to a patient. The image processing apparatus utilises a trained machine learning algorithm as an image processor, preferably a generative adversarial network, to produce images from contrast agent-free magnetic resonance images with the produced images having similar appearance and better image quality and better pathological sensitivity and being able to differentiate more pathological conditions than actually acquired contrast-enhanced images.


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