ALEXANDRIA, Va., July 15 -- United States Patent no. 12,664,761, issued on June 23, was assigned to SHIMADZU Corp. (Kyoto, Japan).

"Trained model creation method using machine learning used to perform a segmentation process on a cell image and trained model creation system using machine learning used to perform a segmentation process on a cell image" was invented by Shuhei Yamamoto (Kyoto, Japan) and Ryuji Sawada (Kyoto, Japan).

According to the abstract* released by the U.S. Patent & Trademark Office: "A trained model creation method includes creating a trained model (50) based on training data (86) including first teacher image data (86b), determining whether or not an estimated region is erroneously estimated in inference result data (...