Data Science

High Tech. Right Touch.^®

Using technology to improve patient and physician satisfaction on the patient journey.

HOW WE DO IT

The secret sauce.

We leverage our proprietary, quality-measurement data science with vast amounts of data on 1.1 million physicians to perform matching analysis in seconds.

Expert Advisors

We start with our board of nationally-recognized clinical advisors. We leverage their healthcare expertise and pair it with evidence-based standards from quality organizations and publications including:

Clinical advisors and partners
Healthcare quality organizations
Nationally-recognized guidelines and quality measures
Medical and healthcare economics literature

Data Science

We’ve defined a comprehensive ontology that maps relevant physician data using deep clinical insights and transparency tools in healthcare.

Our proprietary data science platform leverages machine learning to follow the algorithms and sentiment analyses that our human clinical experts would follow themselves. This allows our platform to select the top doctors for a given condition or diagnosis, taking into account a patient’s personal preferences.

Sentiment analysis
Machine learning (AI)
Natural language processing

Validated Data

Healthcare data is messy. We are continually mining and improving our data set beyond what’s available to the public and healthcare sector. We create a holistic view of physicians, including clinical and non-clinical attributes derived from the following sources:

OUR INTELLIGENCE PLATFORM

Say “hello” to S.I.E.N.A.^®

S.I.E.N.A. stands for Systematic Intelligence Evidence-Based Navigation Assistant.

S.I.E.N.A. has the ability to think the way our Care Navigators do when making decisions regarding patient-physician matching. Our Care Navigators provide human oversight while S.I.E.N.A. works, but what used to take hours now takes seconds. Here’s how it works.

MEMBER OR CARE NAVIGATOR INITIATES REFERRAL