ALEXANDRIA, Va., Aug. 20 -- United States Patent no. 12,394,224, issued on Aug. 19, was assigned to BLUEROCK THERAPEUTICS LP (Cambridge, Mass.).
"Detecting cells of interest in large image datasets using artificial intelligence" was invented by Dan Charles Wilkinson Jr. (Fremont, Calif.) and Benjamin Adam Burnett (New York).
According to the abstract* released by the U.S. Patent & Trademark Office: "A method for selecting a final model for detecting cells of interest in image datasets includes dividing a curated image dataset into a training set, a validation set, and a testing set where each image in the curated image dataset has been labeled as positive or negative for a cell of interest. The method trains each model of an ensemble of n...