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:
Nov. 12, 2024
Filed:
Sep. 27, 2021
Siemens Healthineers International Ag, Steinhausen, CH;
Elena Czeizler, Helsinki, FI;
Mikko Hakala, Rajamaki, FI;
Shahab Basiri, Siuntio, FI;
Hannu Laaksonen, Espoo, FI;
Maria Cordero Marcos, Espoo, FI;
Christopher Boylan, Helsinki, FI;
Jarkko Peltola, Tuusula, FI;
Ville Pietila, Helsinki, FI;
Esa Kuusela, Espoo, FI;
Siemens Healthineers International AG, Steinhausen, CH;
Abstract
A radiation treatment plan three-dimensional dose prediction machine learning model is trained using a training corpus that includes a plurality of radiation treatment plans that are not specific to a particular patient and wherein the training corpus includes some, but not all, possible patient volumes of interest. Information regarding the patient (including information regarding at least one volume of interest for the patient that was not represented in the training corpus) is input to the radiation treatment plan three-dimensional dose prediction machine model. The latter generates predicted three-dimensional dose distributions that include a predicted three-dimensional dose distribution for the at least one volume of interest that was not represented in the training corpus.