US Patent Issued to Ventana Medical Systems on Jan. 13 for "Machine learning models for cell localization and classification learned using repel coding" (California Inventors)

ALEXANDRIA, Va., Jan. 13 -- United States Patent no. 12,525,040, issued on Jan. 13, was assigned to Ventana Medical Systems Inc. (Tucson, Ariz.).

"Machine learning models for cell localization and classification learned using repel coding" was invented by Jim F. Martin (Mountain View, Calif.), Satarupa Mukherjee (Fremont, Calif.) and Yao Nie (Sunnyvale, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "The present disclosure relates to computer-implement techniques for cell localization and classification. Particularly, aspects of the present disclosure are directed to accessing an image for a biological sample, where the image depicts cells comprising a staining pattern of a biomarker; inputting the ima...