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:
Dec. 31, 2024
Filed:
Feb. 14, 2022
Applicant:
Siemens Healthineers Ag, Forchheim, DE;
Inventors:
Oladimeji Farri, Upper Saddle River, NJ (US);
Ramya Vunikili, Newark, NJ (US);
Assignee:
Siemens Healthineers AG, Forchheim, DE;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 50/20 (2018.01); G06F 40/40 (2020.01); G06N 3/045 (2023.01); G16H 10/60 (2018.01); G16H 30/20 (2018.01);
U.S. Cl.
CPC ...
G16H 50/20 (2018.01); G06F 40/40 (2020.01); G06N 3/045 (2023.01); G16H 10/60 (2018.01); G16H 30/20 (2018.01);
Abstract
Machine training is used to learn to generate findings in radiology reports. Rather than merely learning to output findings from an input, the machine training uses loss based on impression derived from findings to machine train the model to generate the findings. Once trained, the machine-learned model generates findings but the findings are more accurate or complete due to having used impression loss in the training.