US Patent Issued to Optum Services (Ireland) on Sept. 15 for "Graph-based machine learning model with feature-agnostic training and holistic feature metrics" (Irish, American Inventors)

ALEXANDRIA, Va., Sept. 15 -- United States Patent no. 12,737,645, issued on Sept. 15, was assigned to Optum Services (Ireland) Ltd. (Dublin).

"Graph-based machine learning model with feature-agnostic training and holistic feature metrics" was invented by Premnath Kandhasamy Narayanan (Athione, Ireland), David S. Monaghan (Dublin), Brian Carter (Dublin), Amirhossein Yazdavar (Scottsdale, Ariz.) and Triet Pham (Eden Prairie, Minn.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Various embodiments of the present disclosure describe data evaluation techniques that leverage a graph-based machine learning model to evaluate a knowledge graph. The techniques include using a target graph model to generate a predictiv...