Unitedhealth Group Incorporated

Abhinav Agrawal

Ravi Pande

Rama Krishna Singh

Saurabh Bhargava

Russell H Amundson

Sapeksh Suman

Vishwakant Gupta

Gaurav Mantri

Destiny Babjack

Systems and methods are configured to extract images from provided source data files and to preprocess such images for content-based image analysis. An image analysis system applies one or more machine-learning based models for identifying specific features within analyzed images, and for determining one or more measurements based at least in part on the identified features. Such measurements may be embodied as absolute measurements for determining an absolute distance between features, or relative measurements for determining a relative relationship between features. The determined measurements are input into one or more machine-learning based models for determining a classification for the image.

Systems and methods for automated digital image content extraction and analysis

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.

Systems and methods for automated digital image selection and pre-processing for automated content analysis

Growing community of inventors

Gulabpura, India

Abhinav Agrawal