ALEXANDRIA, Va., July 16 -- United States Patent no. 12,357,240, issued on July 15, was assigned to Kaiku Health Oy (Helsinki).

"Machine learning analysis techniques for clinical and patient data" was invented by Jussi Ekstrom (Helsinki), Henri Virtanen (Helsinki) and Santeri Mentu (Helsinki).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods are disclosed for analyzing data from oncology treatments such as immune checkpoint inhibitor or radiotherapy therapies, including predicting adverse events of the oncology therapies, predicting objective response of the oncology therapies, predicting symptoms from the oncology therapies, and use of such predictions by technological implementations to ach...