US Patent Issued to The Regents of the University of California, Doheny Eye Institute on Dec. 16 for "Retinal disease biomarker prediction by stacking slices of 3D OCT image to reshape into 2D image and applying trained feature extractor and CNN" (California Inventors)

ALEXANDRIA, Va., Dec. 16 -- United States Patent no. 12,499,535, issued on Dec. 16, was assigned to The Regents of the University of California (Oakland, Calif.) and Doheny Eye Institute (Los Angeles).

"Retinal disease biomarker prediction by stacking slices of 3D OCT image to reshape into 2D image and applying trained feature extractor and CNN" was invented by Eran Halperin (Santa Monica, Calif.), Nadav Rakocz (Los Angeles), Jeffrey Chiang (Los Angeles), Muneeswar Gupta (Los Angeles) and Srinivas Sadda (Los Angeles).

According to the abstract* released by the U.S. Patent & Trademark Office: "Deep learning methods and systems for detecting biomarkers within optical coherence tomography volumes using such deep learning methods and systems ...