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:
Jul. 12, 2022

Filed:

Oct. 29, 2019
Applicant:

Siemens Medical Solutions Usa, Inc., Malvern, PA (US);

Inventors:

Bruce S. Spottiswoode, Knoxville, TN (US);

Ludovic Sibille, Knoxville, TN (US);

Vilim Simcic, Knoxville, TN (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 30/40 (2018.01); G16H 15/00 (2018.01); G06K 9/62 (2022.01); G06N 20/00 (2019.01); G06F 3/01 (2006.01); G06N 3/08 (2006.01); G06F 40/40 (2020.01);
U.S. Cl.
CPC ...
G16H 30/40 (2018.01); G06F 3/013 (2013.01); G06F 3/017 (2013.01); G06F 40/40 (2020.01); G06K 9/6268 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); G16H 15/00 (2018.01);
Abstract

Systems and methods for detecting and classifying clinical features in medical images are disclosed. Natural language processes are applied to speech received from a dictation system to determine clinical and anatomical information for a medical image being viewed. In some examples, gaze location information identifying an eye position is received, as well as an image position for the medical image being viewed. Features of the medical image are detected and classified based on machine learning models. Anatomical associations are generated based on one or more of the classifications, the anatomical information, the gaze information, and the image position. The machine learning models can be trained based on the anatomical associations. In some examples, reports are generated based on the anatomical associations.


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