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:
Jul. 09, 2019

Filed:

Oct. 16, 2017
Applicant:

Varian Medical Systems International Ag, Cham, CH;

Inventors:

Esa Kuusela, Espoo, FI;

Hannu Laaksonen, Espoo, FI;

María Cordero Marcos, Espoo, FI;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61N 5/10 (2006.01); G06N 5/04 (2006.01); G06F 19/00 (2018.01); G06N 20/00 (2019.01); G16H 20/40 (2018.01); G16H 50/20 (2018.01); G16H 50/70 (2018.01);
U.S. Cl.
CPC ...
G06F 19/3481 (2013.01); A61N 5/1031 (2013.01); A61N 5/1038 (2013.01); G06N 5/048 (2013.01); G06N 20/00 (2019.01); G16H 20/40 (2018.01); G16H 50/20 (2018.01); G16H 50/70 (2018.01); A61N 2005/1041 (2013.01);
Abstract

Example methods for radiotherapy treatment planning are provided. One example method may include obtaining training data that includes multiple treatment plans associated with respective multiple past patients; and processing the training data to determine, from each of the multiple treatment plans, at least one of the following: first data associated with a particular past patient or a radiotherapy system for delivering radiotherapy treatment to the particular past patient, second data associated with treatment planning trade-off selected for the particular past patient and third data associated with radiation dose for delivery to the particular past patient. The method may also comprise: based on at least one of the first data, the second data and the third data, identifying one or more sub-optimal characteristics associated with the training data, obtaining improved training data and generating a dose estimation model based on the improved training data.


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