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. 20, 2021
Filed:
Jul. 01, 2019
Mayo Foundation for Medical Education and Research, Rochester, MN (US);
University of Central Florida Research Foundation, Inc., Orlando, FL (US);
Michael B. Wallace, Jacksonville, FL (US);
Candice Bolan, Jacksonville, FL (US);
Ulas Bagci, Oviedo, FL (US);
Rodney Duane LaLonde, III, Oviedo, FL (US);
Mayo Foundation for Medical Education and Research, Rochester, MN (US);
University of Central Florida Research Foundation, Inc., Orlando, FL (US);
Abstract
In accordance with some embodiments, systems, methods, and media for automatically diagnosing IPMNs using multi-modal MRI data are provided. In some embodiments, a system comprises: an MRI scanner; and a processor programmed to: prompt a user to select a slice of T1 and T2 MRI data including the subject's pancreas; generate minimum and maximum intensity projections based consecutive slices of the T1 and T2 MRI data; provide the projections to an image recognition CNN, and receive feature vectors for each from a fully connected layer; perform a canonical correlation analysis to determine correlations between the feature vectors; and provide a resultant vector to an SVM that determines whether the subject's pancreas includes IPMNs based on a vector.