Company Filing History:
Years Active: 2016-2021
Title: Innovations by Aaron Archer Waterman
Introduction
Aaron Archer Waterman is an accomplished inventor based in Mountain View, CA (US). He holds a total of 6 patents that showcase his expertise in health technology and optimization systems. His innovative contributions have the potential to significantly improve patient-provider matching and healthcare delivery.
Latest Patents
One of Waterman's latest patents is a health provider matching service. This service matches patients to health providers based on a semantic relationship graph of data associated with patient conditions. By utilizing natural language processing, the service identifies terms that describe symptoms, treatments, and health providers related to a condition. It generates a semantic relationship graph by identifying semantic relations among these terms and their probability distributions. Additionally, 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 the constrained optimization for provider groups. This optimization system enhances the selection of provider groups for a specific population of users. It includes various engines such as a source interface engine, selection engine, and group score engine. The source interface engine collects 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, applying both hard and soft constraints based on the population's needs.
Career Highlights
Throughout his career, Waterman has worked with notable companies such as Tokyo Electron Limited and Lyra Health, Inc. His experience in these organizations has contributed to his innovative approach to healthcare technology.
Collaborations
Waterman has collaborated with talented individuals, including Sanjeev Kaushal and Sukesh Janubhai Patel. These collaborations have likely enriched his work and led to the development of impactful solutions in the healthcare sector.
Conclusion
Aaron Archer Waterman is a visionary inventor whose work in health technology and optimization systems is paving the way for improved healthcare solutions. His patents reflect a commitment to enhancing patient-provider interactions and optimizing healthcare delivery.