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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 12125204 B1

PDFFull Text
Date of Patent:
Oct. 22, 2024

Filed:

Jun. 09, 2022

Radiogenomics for cancer subtype feature visualization

Applicant:

Infotech Soft, Inc., Miami, FL (US);

Inventor:

Ray Mathew Bradley, Miami, FL (US);

Assignee:

Infotech Soft, Inc., Miami, FL (US);

Attorney:

Mark Terry

Primary Examiner:

Seyed H Azarian

Int. Cl.
CPC ...
G06K 9/00 (2022.01); A61K 35/12 (2015.01); G06T 7/00 (2017.01); G06V 10/46 (2022.01); G06V 10/762 (2022.01); G06V 10/77 (2022.01); G06V 10/774 (2022.01); G06V 10/778 (2022.01); G06V 10/80 (2022.01); G06V 10/82 (2022.01); G06V 20/20 (2022.01); G16H 30/40 (2018.01); G16H 50/70 (2018.01); G16H 70/60 (2018.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G06V 10/462 (2022.01); G06V 10/762 (2022.01); G06V 10/7715 (2022.01); G06V 10/7747 (2022.01); G06V 10/778 (2022.01); G06V 10/811 (2022.01); G06V 10/82 (2022.01); G06V 20/20 (2022.01); G16H 30/40 (2018.01); G16H 50/70 (2018.01); G16H 70/60 (2018.01); G06T 2207/30096 (2013.01);
Abstract

A computer implemented method and system for identifying and visualizing features correlated with cancer subtypes, includes the steps of receiving a set of medical images representing an area including a patient's lesion, applying a classification model trained on lesions with known pathology by mathematically combining the model's learned weights with said medical images to produce a score indicating the likelihood of the lesion being of each particular cancer subtype, extracting importance maps from said classification model indicating features correlated with each cancer subtype by tracing the output of the model through the learned weights to identify regions of the input with a strong influence on the classification score for each cancer subtype, and displaying said importance maps visually on a computing device.

Find Patent Forward Citations

Bradley, Ray. (2024). Radiogenomics for cancer subtype feature visualization (U.S. Patent No. 12125204). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12125204

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

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