A multi-scale convolutional neural network for phenotyping high-content cellular images

William J. Godinez, Imtiaz Hossain, Stanley E. Lazic, John W. Davies, Xian Zhang

Abstract: Identifying phenotypes based on high-content cellular images is challenging. Conventional image analysis pipelines for phenotype identification comprise multiple independent steps, with each step requiring method customization and adjustment of multiple parameters.