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:
Jun. 21, 2022
Filed:
Jul. 13, 2020
Applicant:
Mayo Foundation for Medical Education and Research, Rochester, MN (US);
Inventors:
Lifeng Yu, Byron, MN (US);
Hao Gong, Rochester, MN (US);
Shuai Leng, Rochester, MN (US);
Cynthia H. McCollough, Byron, MN (US);
Assignee:
Mayo Foundation for Medical Education and Research, Rochester, MN (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 30/40 (2018.01); G16H 15/00 (2018.01); G06T 7/00 (2017.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G16H 15/00 (2018.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01); G06T 2207/10081 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20221 (2013.01); G06T 2207/30096 (2013.01); G06T 2207/30108 (2013.01);
Abstract
A fully image-based framework for CT image, or other medical image, quality evaluation and virtual clinical trial using deep-learning techniques is provided. This framework includes deep learning-based noise insertion, lesion insertion, and model observer, which enable efficient, objective, and quantitative image quality evaluation and virtual clinical trial directly performed on patient images.