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. 29, 2025

Filed:

Apr. 21, 2021
Applicant:

Siemens Healthineers Ag, Forchheim, DE;

Inventors:

Halid Yerebakan, Carmel, IN (US);

Yoshihisa Shinagawa, Downingtown, PA (US);

Anna Jerebko, Lexington, MA (US);

Assignee:

Siemens Healthineers AG, Forchheim, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/58 (2018.12); G06T 7/00 (2016.12); G16H 30/40 (2017.12);
U.S. Cl.
CPC ...
G16H 30/40 (2017.12); G06F 16/5866 (2018.12); G06T 7/0014 (2012.12); G06T 2207/20076 (2012.12); G06T 2207/30004 (2012.12); G06V 2201/03 (2021.12);
Abstract

Method and apparatus for image retrieval. An image descriptor of a query image indicating a medical abnormality and non-image patient data may be received. For each of a plurality of candidate images stored in a database, an image descriptor of the candidate image and data about a medical abnormality known to be indicated by the candidate image may further be received. A similarity metric between the image descriptors of the query image and the candidate image may be determined for each candidate image. A first probability of the query image medical abnormality being the candidate image medical abnormality given the non-image patient data associated with the query image may be determined for each candidate image. A score may then be determined for each candidate image based on the determined similarity metric and the determined first probability. One or more of the candidate images may be retrieved from the database in accordance with the determined scores.


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