ALEXANDRIA, Va., Aug. 12 -- United States Patent no. 12,706,222, issued on Aug. 11, was assigned to EVIDATION HEALTH INC. (San Mateo, Calif.).
"Sensor-based machine learning in a health prediction environment" was invented by Luca Foschini (Santa Barbara, Calif.), Eamon Caddigan (Philadelphia) and Raghunandan Melkote Kainkaryam (Cincinnati).
According to the abstract* released by the U.S. Patent & Trademark Office: "A machine learning prediction system can analyze a dataset of users with self-reported symptoms and associated data from a wearable device to impact measure the impact of an acute health condition (such as the flu) at the population level. The machine learning prediction system can train a machine learning model to recognize i...