Systems and methods for automated digital image content extraction and analysis

US12340509B2 · kind B2 · utility

Assignee

• UnitedHealth Group Incorporated · US

Inventors

• Russell H. Amundson · Cynwyd Estates, US
• Saurabh Bhargava · San Jose, US
• Rama Krishna Singh · Noida, IN
• Ravi Pande · Noida, IN
• Vishwakant Gupta · Noida, IN
• Destiny Babjack · Bethel Park, US
• Gaurav Mantri · Gurugram, IN
• Abhinav Agrawal · Philadelphia, US
• Sapeksh Suman · Greater Noida, IN

Key dates

• Filing date: Mar 4, 2021
• Grant date: Jun 24, 2025
• Expiry date: Sep 1, 2042

Classification

• Technology area (CPC G): Physics
• CPC primary: G06T2207/30096
• WIPO field: Computer technology
• WIPO sector: Electrical engineering

Abstract

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.