ALEXANDRIA, Va., Sept. 15 -- United States Patent no. 12,737,541, issued on Sept. 15, was assigned to Optum Inc. (Minnetonka, Minn.).

"Deep model integration techniques for machine learning entity interpretation" was invented by Brian C. Potter (Carlsbad, Calif.), Ryan Michael Swan (Santa Monica, Calif.), Rafael Campos Do Amaral e Vasconcellos (Plymouth, Minn.) and Fraser Ian Lockwood (Dacula, Ga.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Various embodiments of the present disclosure provide machine learning training techniques for implementing a multi-modal interpretation process to generate holistic outputs for an event. The techniques may include generating, using first layers of a multi-modal machin...