Jessie M Burger

Title: Innovations by Jessie M Burger

Introduction

Jessie M Burger is an accomplished inventor based in Mountain View, CA. He has made significant contributions to the field of health technology, holding 2 patents that focus on improving the matching of patients with health providers. His work emphasizes the use of advanced technologies such as natural language processing and machine learning.

Latest Patents

One of his latest patents is a health provider matching service. This innovative service matches patients to health providers based on a semantic relationship graph of data associated with the conditions of patients. By utilizing natural language processing, the service identifies terms that describe symptoms, treatments, and health providers associated with a condition. It then generates a semantic relationship graph by identifying semantic relations among the terms and probability distributions. The service combines quality information of therapists with machine learning techniques to distinguish between high-quality and low-quality providers. This allows for effective matching of patients to suitable health providers, addressing not only medical needs but also social, behavioral, or emotional issues where medications may not be appropriate.

Another notable patent is for a constrained optimization system for provider groups. This system optimizes groups of providers for a given population of users. It includes various engines such as a source interface engine, selection engine, and group score engine. The source interface engine receives information for constrained optimization from server computers and stores it in databases. The selection engine iteratively selects groups of providers to minimize the generated score, using both hard and soft constraints to ensure that the selected groups meet specific requirements.

Career Highlights

Jessie M Burger is currently employed at Lyra Health, Inc., where he continues to innovate in the health technology sector. His work has had a profound impact on how patients connect with health providers, enhancing the overall quality of care.

Collaborations

Some of his notable coworkers include Daniella J Perlroth and Aaron Archer Waterman, who contribute to the collaborative environment at Lyra Health, Inc.

Conclusion

Jessie M Burger's contributions to health technology through his patents demonstrate his commitment to improving patient-provider matching services. His innovative approaches are paving the way for more effective healthcare solutions.