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:
Feb. 13, 2024

Filed:

Feb. 17, 2023
Applicant:

Merative Us L.p., Ann Arbor, MI (US);

Inventors:

Hans Harald Zachmann, Toronto, CA;

Simona Rabinovici-Cohen, Haifa, IL;

Shaked Brody, Jerusalem, IL;

Assignee:

Merative US L.P., Ann Arbor, MI (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06T 7/00 (2017.01); G06F 9/455 (2018.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G06F 9/45558 (2013.01); G06N 5/04 (2013.01); G06F 2009/4557 (2013.01); G06F 2009/45575 (2013.01); G06F 2009/45583 (2013.01); G06T 2207/20081 (2013.01);
Abstract

Methods and systems for processing medical images. One method includes, in response to startup of an application using an algorithm, creating a server process supporting a programming language associated with the algorithm and loading a plurality of deep learning models used by the algorithm into a memory of the server process to create in-memory models. The method also includes processing a first set of one or more medical images with the server process using the algorithm and at least one model selected from the in-memory models, maintaining the in-memory models in the memory of the server process after processing the first set of one or more medical images, and, in response to a request to process a second set of one or more medical images, processing the second set of one or more medical images using the algorithm and at least one of the in-memory models.


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