ALEXANDRIA, Va., July 14 -- United States Patent no. 12,682,639, issued on July 14, was assigned to BEIJING XIAOYING TECHNOLOGY Co. LTD. (Beijing).

"Method for detecting urine formed elements based on deep learning and context relation" was invented by Bairui Li (Beijing) and Heqing Lian (Beijing).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method for detecting urine formed elements based on deep learning and context relation includes performing video capture on a labeled urine sample to obtain a labeled urine video; extracting an image from the labeled urine video to obtain single-frame image data with a time sequence n; and labeling position and category of a formed element on the single-frame image da...