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:
Mar. 05, 2024
Filed:
Nov. 13, 2020
Accuray Incorporated, Sunnyvale, CA (US);
Calvin R. Maurer, San Jose, CA (US);
Eric Schnarr, McFarland, WI (US);
Rich Holloway, Chapel Hill, NC (US);
Jacob Shea, Cross Plains, WI (US);
Charles Brandon Frederick, Raleigh, NC (US);
Kevin Gorczowski, Chapel Hill, NC (US);
Robert Elijah Broadhurst, Carrboro, NC (US);
Mark Foskey, Chapel Hill, NC (US);
Accuray Incorporated, Sunnyvale, CA (US);
Abstract
A method comprises inputting a treatment planning image of a target subject into a machine learning system. The method further comprises determining, by the machine learning system, a first target-subject-specific model of the treatment planning image. The method further comprises applying, by a processing device, the first target-subject-specific model to the treatment planning image to generate a transformed treatment planning image corresponding to a first position of a plurality of positions of the target subject. The method further comprises comparing the transformed treatment planning image to a reference image. The method further comprises, based on the comparing, modifying one or more parameters of the first target-subject-specific model to generate a second target-subject-specific model corresponding to a second position of the plurality of positions. The method further comprises controlling a treatment device based on the second target-subject-specific model to deliver a treatment to the target subject.