Yongjia Song

Title: Yongjia Song and Healthcare Data Innovation.

Introduction

Yongjia Song is an inventor associated with Humana Inc. in Louisville, Kentucky. His patent work focuses on applying graph-based data structures and machine learning to healthcare data, with the goal of helping match patients with appropriate providers or facilities for medical procedures and other health interventions.

Latest Patents

Song is associated with 1 patent: “Encoded Graphical Modeling System and Method for Matching Patients or Members Needing a Particular Medical Procedure or Other Health Intervention with Healthcare Facilities or Providers.” The invention uses graph embedding and machine-learning models to analyze relationships among healthcare entities and mine historical healthcare data. It is designed to support care decisions and help identify suitable healthcare facilities or providers for patients who need a particular procedure or intervention.

Career Highlights

Song’s patent reflects an approach to healthcare innovation that combines data modeling with practical care coordination. By organizing complex relationships in healthcare data, the system aims to help patients and practitioners make informed decisions and identify potential interventions earlier.

Collaborations

Song’s listed coworkers include Peyman Yousefian and Rajiv Kumar Gumpina. Their shared association with Humana Inc. places the invention within a broader healthcare and technology environment.

Conclusion

Yongjia Song’s patent applies graph-based modeling and machine learning to the challenge of connecting patients with appropriate healthcare providers and facilities.