How the Retrospective Pilot Works

Sentinel Med AI begins with a zero-risk retrospective review using your hospital’s historical vital sign data. We identify early physiologic deterioration patterns, measure lead time before escalation events, and summarize missed intervention opportunities—before any live integration occurs.

  • Confirm unit and population (ICU, step-down, cardiopulmonary)
  • Export vital sign data (CSV format)
  • Run retrospective scoring + severity classification
  • Identify deterioration windows and escalation delays
  • Deliver a concise clinical + operational report in 7–14 days

From Retrospective to Near-Real-Time

Once value is confirmed, the same clinical logic can be deployed closer to real time to support earlier recognition, safer escalation, and more consistent monitoring—without requiring a complex rebuild.

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Data Required (Retrospective Pilot)

  • Heart rate (HR)
  • Respiratory rate (RR)
  • Oxygen saturation (SpO₂)
  • Blood pressure (SBP/DBP)
  • Temperature
  • Timestamp + unit/location (if available)

What You Receive

  • Risk severity distribution (LOW → CRITICAL)
  • Deterioration time window projections
  • Clinical summary patterns by patient group/unit
  • Escalation opportunity insights
  • Clear next-step pathway to deployment
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