UnitedHealth Group Incorporated
SYSTEMS AND METHODS FOR AUTOMATED DIGITAL IMAGE SELECTION AND PRE-PROCESSING FOR AUTOMATED CONTENT ANALYSIS

Abstract:

Systems and methods are configured for preprocessing of images for further content based analysis thereof. Such images are extracted from a source data file, by standardizing individual pages within a source data file as image data files, and identifying whether the image satisfies applicable size-based criteria, applicable color-based criteria, and applicable content-based criteria, among others, utilizing one or more machine-learning based models. Various systems and methods may identify particular features within the extracted images to facilitate further image-based analysis based on the identified features.