ALEXANDRIA, Va., April 7 -- United States Patent no. 12,596,936, issued on April 7, was assigned to Optum Technology Inc. (Eden Prairie, Minn.).

"Predictive data analysis techniques using graph-based code recommendation machine learning models" was invented by Nilav Baran Ghosh (Hyderabad, India), Abhilash Sivva (Hyderabad, India) and Srikanth B. Adibhatla (Hyderabad, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "Solutions for more efficient and effective predictive code recommendation are disclosed. In one example, a method includes identifying a graph-based code recommendation machine learning model, wherein each inferred edge weight value of the graph-based code recommendation machine learning mode...