Clinical Intelligence Engine
& Machine Learning

Make digital health programs smarter and highly targeted

Xealth works from a clinical intelligence rules engine that uses filters and based on EHR data and health system guidance to determine which assets are appropriate for each patient. Through our SMART on FHIR app, Digital Care, Xealth leverages data from the EHR as well as other data sources to find data, including diagnosis and demographic information about a patient. Based on these findings, Xealth presents recommendations that are relevant to that patient, so that a care team member can choose to order them during a visit.

Outside a visit, Xealth’s automation capabilities and clinical workflow integration can leverage a variety of HL7 feeds as well as batch files to identify when patients are interacting with the health system, then source EHR data to find out more about a patient and determine if a specific asset or tool should be sent to that patient. This allows organizations to connect patients with digital tools without requiring an in-person interaction, driving higher engagements pre, post, and in between visits.

As part of digital formulary orchestration, the Xealth clinical intelligence engine feeds analytics to the Xealth Digital Command Center, that can be used to report on which assets are driving engagement with which patient population. Over time, Xealth’s data management capabilities can be used to continuously improve digital health programs.

At the center of Xealth’s analytics capabilities sits the ability to start determining which assets work best for which people. As our data grows, we can run increasingly sophisticated analytics tools, including machine learning, to start seeing patterns we otherwise would not have discerned.

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