US Patent Issued to The Medical College of Wisconsin on Feb. 3 for "Medical image segmentation using deep learning models trained with random dropout and/or standardized inputs" (Wisconsin Inventors)

ALEXANDRIA, Va., Feb. 3 -- United States Patent no. 12,542,214, issued on Feb. 3, was assigned to The Medical College of Wisconsin Inc. (Milwaukee).

"Medical image segmentation using deep learning models trained with random dropout and/or standardized inputs" was invented by Robert Thaddeus Wujek (Milwaukee) and Kathleen Marie Schmainda (Elm Grove, Wis.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods are described for segmenting medical images, such as magnetic resonance images, using a deep learning model that has been trained using random dropped inputs, standardized inputs, or both. Medical images can be segmented based on anatomy, physiology, pathology, other properties or characterist...