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:
Nov. 09, 2021
Filed:
Jun. 08, 2021
Jessica Claudia Ramella-roman, Miami, FL (US);
Camilo Roa, Miami, FL (US);
Vinh Du Le, Miami, FL (US);
Ilyas Saytashev, Miami, FL (US);
Jessica Claudia Ramella-Roman, Miami, FL (US);
Camilo Roa, Miami, FL (US);
Vinh Du Le, Miami, FL (US);
Ilyas Saytashev, Miami, FL (US);
THE FLORIDA INTERNATIONAL UNIVERSITY BOARD OF TRUSTEES, Miami, FL (US);
Abstract
Systems and methods for visualizing, and/or determining the amount of, collagen and elastin in tissue are provided. Training data can be generated using Mueller matrix polarimetry microscopy data, combined with second harmonic generation (SHG) and/or two photon excitation fluorescence (TPEF) microscopy data as ground truth. The SHG and/or TPEF data can be used to train a neural network for feature extraction, and classification can be performed. The components and decompositions of the Mueller matrix data can be arranged as individual channels of information, forming one voxel per sample.