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:
Jul. 23, 2024
Filed:
Feb. 03, 2021
Applicant:
The General Hospital Corporation, Boston, MA (US);
Inventors:
Qiuyun Fan, Malden, MA (US);
Susie Yi Huang, Boston, MA (US);
Qiyuan Tian, Charlestown, MA (US);
Chanon Ngamsombat, Boston, MA (US);
Assignee:
The General Hospital Corporation, Boston, MA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01R 33/563 (2006.01); G01R 33/48 (2006.01); G01R 33/56 (2006.01); G06N 3/08 (2023.01); G06T 11/00 (2006.01); G16H 30/40 (2018.01);
U.S. Cl.
CPC ...
G01R 33/56341 (2013.01); G01R 33/4818 (2013.01); G01R 33/5608 (2013.01); G06N 3/08 (2013.01); G06T 11/008 (2013.01); G16H 30/40 (2018.01);
Abstract
Diffusion metric maps are generated from a limited input of magnetic resonance data to a suitably trained machine learning algorithm, such as a suitably trained neural network. In general, a downsampling strategy is implemented in the joint k-q space to enable the simultaneous estimation of multiple different diffusion metrics from a more limited set of input diffusion-weighted images.