US Patent Issued to Siemens Healthineers on Aug. 19 for "Cross domain segmentation with uncertainty-guided curriculum learning" (Romanian, American, German Inventors)

ALEXANDRIA, Va., Aug. 20 -- United States Patent no. 12,394,185, issued on Aug. 19, was assigned to Siemens Healthineers AG (Forchheim, Germany).

"Cross domain segmentation with uncertainty-guided curriculum learning" was invented by Yue Zhang (Jersey City, N.J.), Caius Constantin Suliman (Brasov, Romania), Florin-Cristian Ghesu (Baiersdorf, Germany) and Rui Liao (Princeton Junction, N.J.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods for training a machine learning based segmentation network are provided. A set of medical images, each depicting an anatomical object, in a first modality is received. For each respective medical image of the set of medical images, a synthetic image, depicti...