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:
Mar. 26, 2024

Filed:

Dec. 22, 2022
Applicant:

Varian Medical Systems International Ag., Cham, CH;

Inventors:

Perttu Niemela, Espoo, FI;

Jari Lindberg, Helsinki, FI;

Tuomas Jyske, Vantaa, FI;

Maria Cordero Marcos, Espoo, FI;

Esa Kuusela, Espoo, FI;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61N 5/10 (2006.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); G16H 20/40 (2018.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); A61N 5/1031 (2013.01); G06N 20/00 (2019.01); G16H 20/40 (2018.01); A61N 2005/1041 (2013.01);
Abstract

Nominal values of parameters, and perturbations of the nominal values, that are associated with previously defined radiation treatment plans are accessed. For each treatment field of the treatment plans, a field-specific planning target volume (fsPTV) is determined based on those perturbations. At least one clinical target volume (CTV) and at least one organ-at-risk (OAR) volume are also delineated. Each OAR includes at least one sub-volume that is delineated based on spatial relationships between each OAR and the CTV and the fsPTV for each treatment field. Dose distributions for the sub-volumes are determined based on the nominal values and the perturbations. One or more dose prediction models are generated for each sub-volume. The dose prediction model(s) are trained using the dose distributions.


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