ALEXANDRIA, Va., July 23 -- United States Patent no. 12,367,946, issued on July 22, was assigned to Bao Tran (Saragota, Calif.).

"Personalized health or beauty system" was invented by Ha Tran (Saratoga, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods disclosed for recommending healthy actions for a subject by using a DNA sequencer to generate genetic information; aggregating genetic information, health or beauty trend data, and health response from a patient population; deep learning with a computer to generate at least one computer implemented classifier that predicts matching health protocols, treatment regimes, or products based on the genetic information, health trend data, and ...