ALEXANDRIA, Va., Sept. 8 -- United States Patent no. 12,731,661, issued on Sept. 8, was assigned to Leica Microsystems CMS GmbH (Wetzlar, Germany).

"System and method for training machine-learning algorithms for processing biology-related data, a microscope and a trained machine learning algorithm" was invented by Constantin Kappel (Schriesheim, Germany).

According to the abstract* released by the U.S. Patent & Trademark Office: "A system (100) comprises one or more processors (110) and one or more storage devices (120), wherein the system (100) is configured to generate a first high-dimensional representation of the biology-related language-based input training data (102) by a language recognition machine-learning algorithm executed by t...