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:
Apr. 27, 2021

Filed:

Jan. 09, 2020
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Mehdi Moradi, San Jose, CA (US);

Chun Lok Wong, San Jose, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06K 9/00 (2006.01); G16H 50/20 (2018.01); G06N 20/00 (2019.01); G06N 3/04 (2006.01); G16H 50/70 (2018.01); G06K 9/62 (2006.01); G06N 3/08 (2006.01); G16H 30/40 (2018.01); G06N 5/00 (2006.01); G06N 20/10 (2019.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06T 7/0014 (2013.01); G06K 9/00127 (2013.01); G06K 9/6267 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); G06T 7/0012 (2013.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01); G16H 50/70 (2018.01); G06K 2209/05 (2013.01); G06N 3/0445 (2013.01); G06N 3/0472 (2013.01); G06N 5/003 (2013.01); G06N 20/10 (2019.01); G06N 20/20 (2019.01); G06T 2207/10081 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/30004 (2013.01); G06T 2207/30048 (2013.01);
Abstract

Disease detection from medical images is provided. In various embodiments, a medical image of a patient is read. The medical image is provided to a trained anatomy segmentation network. A feature map is received from the trained anatomy segmentation network. The feature map indicates the location of at least one feature within the medical image. The feature map is provided to a trained classification network. The trained classification network was pre-trained on a plurality of feature map outputs of the segmentation network. A disease detection is received from the trained classification network. The disease detection indicating the presence or absence of a predetermined disease.


Find Patent Forward Citations

Moradi, Mehdi. (2021). Disease detection algorithms trainable with small number of positive samples (U.S. Patent No. 10991100). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10991100

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

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