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. 23, 2026
Filed:
May. 17, 2022
The Regents of the University of Michigan, Ann Arbor, MI (US);
Craig Galban, Ann Arbor, MI (US);
Sundaresh Ram, Ann Arbor, MI (US);
The Regents of the University of Michigan, Ann Arbor, MI (US);
Abstract
A computer-implemented method of tissue assessment includes obtaining a plurality of input data samples, each input data sample being representative of tissue in one of multiple views, determining a set of sparse codes for each input data sample of the plurality of input data samples, determining a reconstruction error for the set of sparse codes relative to each dictionary of a set of machine-learned composite dictionaries, and providing the tissue assessment in accordance with the machine-learned composite dictionary in the set of machine-learned composite dictionaries having a minimum reconstruction error of the determined reconstruction errors. Each machine-learned composite dictionary includes a plurality of constituent dictionaries, each constituent dictionary of the plurality of constituent dictionaries being associated with a respective one of the multiple views.