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:
Oct. 18, 2022

Filed:

Sep. 28, 2018
Applicant:

Varian Medical Systems International Ag, Palo Alto, CA (US);

Inventors:

Hannu Laaksonen, Espoo, FI;

Janne Nord, Espoo, FI;

Sami Petri Perttu, Helsinki, FI;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 30/40 (2018.01); A61N 5/10 (2006.01); G06N 3/08 (2006.01); G16H 20/40 (2018.01); G16B 40/00 (2019.01);
U.S. Cl.
CPC ...
G16H 30/40 (2018.01); A61N 5/1031 (2013.01); A61N 5/1038 (2013.01); A61N 5/1039 (2013.01); G06N 3/08 (2013.01); G16B 40/00 (2019.02); G16H 20/40 (2018.01); A61N 2005/1041 (2013.01);
Abstract

Example methods for adaptive radiotherapy treatment planning using deep learning engines are provided. One example method may comprise obtaining treatment image data associated with a first imaging modality and planning image data associated with a second imaging modality. The treatment image data may be acquired during a treatment phase of a patient. Also, planning image data associated with a second imaging modality may be acquired prior to the treatment phase to generate a treatment plan for the patient. The method may also comprise: in response to determination that an update of the treatment plan is required, processing, using the deep learning engine, the treatment image data and the planning image data to generate output data for updating the treatment plan.


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