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:
Dec. 15, 2020
Filed:
Apr. 23, 2018
Applicant:
Raysearch Laboratories Ab, Stockholm, SE;
Inventor:
Rasmus Bokrantz, Stockholm, SE;
Assignee:
RaySearch Laboratories AB, Stockholm, SE;
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
A61N 5/10 (2006.01); G06N 99/00 (2019.01); G06N 5/02 (2006.01); G16H 20/40 (2018.01); G06N 20/00 (2019.01); G06F 16/903 (2019.01); G16H 50/70 (2018.01); G16H 30/40 (2018.01);
U.S. Cl.
CPC ...
A61N 5/1031 (2013.01); A61N 5/1039 (2013.01); G06F 16/90335 (2019.01); G06N 5/022 (2013.01); G06N 20/00 (2019.01); G16H 20/40 (2018.01); G16H 30/40 (2018.01); G16H 50/70 (2018.01); A61N 2005/1041 (2013.01);
Abstract
Radiation therapy treatment planning methods facilitate predicting achievable dose distributions by training a prediction model for clinical DVH curves based on simplified DVH curves obtained using standardized methods. Machine learning applied on pairs of clinical and simplified DVH curves enables predicting actual clinical DVH curves based on simplified DVH curves.