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:
Jan. 21, 2025

Filed:

Mar. 23, 2021
Applicant:

Siemens Healthcare Gmbh, Erlangen, DE;

Inventors:

Yiyuan Zhao, Malvern, PA (US);

Siqi Liu, Princeton, NJ (US);

Anna Jerebko, Paoli, PA (US);

Parmeet Bhatia, Paoli, PA (US);

Gerardo Hermosillo Valadez, West Chester, PA (US);

Assignee:

SIEMENS HEALTHINEERS AG, Forchheim, DE;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G16H 30/40 (2018.01); G06N 3/08 (2023.01); G06T 3/00 (2024.01); G06T 3/02 (2024.01); G06T 5/00 (2024.01); G06T 5/70 (2024.01); G06T 5/73 (2024.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
G16H 30/40 (2018.01); G06N 3/08 (2013.01); G06T 3/02 (2024.01); G06T 5/70 (2024.01); G06T 5/73 (2024.01); G06T 7/0012 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20104 (2013.01);
Abstract

A computer-implemented method is for classifying a region of interest in a medical image data set depicting a body part of a patient. The region of interest contains an object of potential pathological relevance. In an embodiment, the method includes a plurality of steps. One step is directed to generate a plurality of different representations of the region of interest. Another step is directed to determine, for each of the representations, a classification to generate a corresponding plurality of classifications. Thereby, each classification indicates a pathological relevance of the object in the respective representation. Yet, a further step is directed to calculate an ensemble classification for the region of interest based on the plurality of classifications.


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