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:
Jun. 14, 2022

Filed:

Mar. 13, 2019
Applicant:

Elekta Ab, Stockholm, SE;

Inventors:

Jens Olof Sjölund, Stockholm, SE;

Jonas Anders Adler, Stockholm, SE;

Assignee:

Elekta AB, Stockholm, SE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61N 5/10 (2006.01); G16H 20/40 (2018.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
A61N 5/103 (2013.01); A61N 5/1031 (2013.01); A61N 5/1039 (2013.01); A61N 5/1081 (2013.01); G06N 20/00 (2019.01); G16H 20/40 (2018.01);
Abstract

Techniques for generating a radiotherapy treatment plan are provided. The techniques include receiving an input parameter related to a patient, the input parameter being of a given type; processing the input parameter with a machine learning technique to estimate a realizable plan parameter of a radiotherapy treatment plan, wherein the machine learning technique is trained to establish a relationship between the given type of input parameter and a set of realizable radiotherapy treatment plan parameters to achieve a target radiotherapy dose distribution; and generating the radiotherapy treatment plan based on the estimated realizable plan parameter.


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