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Signal 1 - Deterioration

by Signal 1 AI Inc.

Using machine learning to tackle the burden of clinical deterioration

Identify patients at risk of clinical deterioration to enable earlier interventions
Signal 1’s Deterioration Solution is the commercial version of an early warning system, called CHARTWatch, developed at St. Michael’s Hospital, part of the Unity Health Toronto network in Canada. The solution is based on a machine learning model that predicts a patient’s risk of clinical deterioration and categorizes patients as low, medium or high risk. The delivery of these predictions can be tailored to best fit end users’ existing or desired clinical workflows.

How these near real-time insights are delivered to busy clinicians can be tailored by hospitals according to the modality and frequency that best fit the existing or desired clinical workflows. Potential workflow integrations include:
  • Automated page or text sent to designated clinicians when a patient is first identified as “high risk”.
  • Direct integration and display in a hospital’s clinician information system(s).
  • Automated email containing census of all unit patients and their risk group

Aligned with your success

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At a glance

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