ALEXANDRIA, Va., July 9 -- United States Patent no. 12,354,259, issued on July 8, was assigned to Siemens Healthineers AG (Forchheim, Germany).

"Semi-supervised learning leveraging cross-domain data for medical imaging analysis" was invented by Athira Jane Jacob (Plainsboro, N.J.) and Puneet Sharma (Princeton Junction, N.J.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods for performing a medical imaging analysis task are provided. An input medical image in a first modality is received. Features are extracted from the input medical image using a first machine learning based encoding network. A medical imaging analysis task is performed on the input medical image based on the extracted featu...