US Patent Issued to Illumina on Oct. 6 for "Machine learning-based genotyping process outcome prediction using aggregate metrics" (California Inventors)

ALEXANDRIA, Va., Oct. 6 -- United States Patent no. 12,755,163, issued on Oct. 6, was assigned to Illumina Inc. (San Diego).

"Machine learning-based genotyping process outcome prediction using aggregate metrics" was invented by Guilherme Medeiros Martins (San Diego), Martin Detelinov Martchovsky (Fremont, Calif.) and Naghmeh Rezaei (Redwood City, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "The technology disclosed relates to systems and methods for avoiding post-processing of an image from extension of probes on beads during a sample evaluation run. The method includes receiving an image of beads in an array of tiles on a beadchip. The method includes calculating averages, over each tile in image c...