Health at Scale Awarded Patent for Breakthrough AI Technology for Smart Hyper-Personalized Provider Navigation

Published: Feb. 8, 2023 at 6:00 AM CST

Awarded patent by USPTO for technology innovations in AI-guided provider search for primary and specialist care to optimize PCP assignment and drive smart specialist referrals

SAN JOSE, Calif., Feb. 8, 2023 /PRNewswire/ -- Health at Scale, the market leader in smart AI-powered technologies to optimize care management, announced today that it has been awarded a patent by the U.S. Patent and Trademark Office for its breakthrough advances in personalized patient-provider matching using machine learning.

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Health[at]Scale logo(PRNewswire)

Choosing a provider is often the most important decision a patient makes. Health at Scale's patented technology transforms provider search by empowering patients to find optimal primary and specialist care provider matches specific to their unique individualized health conditions and needs. This represents a significant advancement over current navigation technologies that consider providers in isolation of the patient – and are typically based on ad-hoc reputation scores or process-based metrics that are not correlated with better outcomes.

Health at Scale's invention uses new AI technologies to score patient-provider matches based on thousands of health factors about a patient and an understanding of which providers have historically done well with similar kinds of patients. This proprietary approach, offering smart hyper-personalized provider navigation to payers, employers, providers and patients, evaluates the best facility, practice and physician choices for each individual's unique health situation, and enables the creation of deeply personalized networks for the N-of-1. Health at Scale's novel approach uses advanced machine learning to simultaneously construct and relate information across multiple models that evaluate the best providers for each individual based on a vast number of factors related to the patient, provider, the time and setting.

This patent advances Health at Scale's mission to re-invent care delivery as a precise and personalized process that is deeply aware of each patient's unique health characteristics and circumstances at all times. By rethinking the patient-provider matching process, Health at Scale drives improved outcomes, costs, satisfaction, quality and equity, while reducing unnecessary waste and cost in the system.

"Putting each patient's needs at the center of care management is a core element of our work at Health at Scale. We're excited to lead the way in reimagining the how patients find providers: as a process that is built around each patient and shows a nuanced understanding and deep empathy for their unique needs in the moment," said Zeeshan Syed, Health at Scale CEO and formerly a Clinical Associate Professor at Stanford Medicine and an Associate Professor with Tenure in Computer Science at the University of Michigan. "We're proud of the recognition from the USPTO for our team's thought-leadership and pioneering contributions in personalized navigation and are committed to continued innovation for the populations we serve."

About Health at Scale

Health at Scale is a healthcare machine intelligence company that uses proprietary advances in artificial intelligence and machine learning to match individuals managed by insurers, employers, and providers to the next best action in real-time and when needed most: whether it's the ideal choice of treatment, an early intervention, or the right provider. Founded by machine learning and clinical faculty from MIT, Harvard, Stanford, and the University of Michigan, the company's mission is to bring precision delivery to healthcare, learning from thousands of health variables from over a hundred million lives to generate personalized and precise insights for individual patients. Health at Scale's machine intelligence is deployed at scale in real operational settings -- including with some of the largest healthcare organizations in the country, driving better health outcomes and affordability for its customers. The company's software solutions service a broad range of use cases: provider navigation and network design, early targeted prediction and prevention of adverse outcomes, optimized treatment planning; and fraud, waste, and abuse prevention. For more information, please visit

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SOURCE Health at Scale Corporation

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