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:
Jul. 15, 2025
Filed:
May. 04, 2022
Applicant:
Siemens Healthineers Ag, Forchheim, DE;
Inventors:
Sanjeev Kumar Karn, Plainsboro, NJ (US);
Oladimeji Farri, Upper Saddle River, NJ (US);
Assignee:
Siemens Healthineers AG, Forchheim, DE;
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G16H 15/00 (2018.01); G06F 40/216 (2020.01); G06N 3/084 (2023.01); G06N 3/092 (2023.01);
U.S. Cl.
CPC ...
G16H 15/00 (2018.01); G06N 3/084 (2013.01); G06N 3/092 (2023.01); G06F 40/216 (2020.01);
Abstract
Systems and methods for using a differentiable multi-agent Actor-Critic (DiMAC) for multi-step radiology report summarization. The tasks of extracting salient sentences and phrases are divided across two collaborating agents that are trained end-to-end using reinforcement learning (RL).