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.
Patent No.:
Date of Patent:
Jun. 09, 2026
Filed:
Jan. 11, 2024
Applicant:
Siemens Healthineers Ag, Forchheim, DE;
Inventors:
Long Xie, Chesterbrook, PA (US);
Eli Gibson, Plainsboro, NJ (US);
Assignee:
Siemens Healthineers AG, Forchheim, DE;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06T 7/30 (2017.01); G06V 10/764 (2022.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
G06T 7/0016 (2013.01); G06T 7/30 (2017.01); G06V 10/764 (2022.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01); G16H 30/40 (2018.01); G06T 2207/10088 (2013.01); G06T 2207/10104 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30016 (2013.01); G06V 2201/03 (2022.01);
Abstract
Image-based biomarkers are provided for active disease progression of Alzheimer's disease and related dementias (ADRD) by training and using artificial neural networks (ANNs) on the basis of subject's images. A cross-sectional sub-pipeline and a longitudinal sub-pipeline are used for processing different images parts, namely cross-sectional imaging data and longitudinal imaging data. A patch-based multiple instance learning (MIL) scheme is applied.