ALEXANDRIA, Va., July 21 -- United States Patent no. 12,688,578, issued on July 21, was assigned to Paige.AI Inc. (New York).

"Systems and methods to process electronic images to categorize intra-slide specimen tissue type" was invented by Ran Godrich (New York) and Christopher Kanan (Pittsford, N.Y.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods are disclosed for identifying tissue specimen types present in digital whole slide images. In some aspects, tissue specimen types may be identified using unsupervised machine learning techniques for out-of-distribution detection. For example, a digital whole slide image of a tissue specimen and a recorded tissue specimen type for the digital whol...