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:
Oct. 03, 2023
Filed:
May. 27, 2020
Applicant:
Siemens Healthcare Gmbh, Erlangen, DE;
Inventors:
Martin Kraus, Fuerth, DE;
Florin-Cristian Ghesu, Princeton, NJ (US);
Assignee:
SIEMENS HEALTHCARE GMBH, Erlangen, DE;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 17/18 (2006.01); G06F 18/2431 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 17/18 (2013.01); G06F 18/2431 (2023.01);
Abstract
A method and a system are for performing at least one inference task on medical input data. In an embodiment, the system includes: a computing device configured to implement an artificial neural network, ANN. The ANN is configured to receive medical input data as an input and to perform at least one inference task based on the medical input data. The ANN includes an output layer with, for at least one inference task of the at least one inference task, a plurality of output nodes. Each output node corresponds to one quantile out of a plurality of defined quantiles.