Choreo-ED Models
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Learn How Choreo-ED Works
Choreo-ED is a robust and accurate deep learning model, developed through close collaboration between our AI research team, hospital leadership, physicians, and clinical staff.
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BRI Network Patient Flow Summit
Mitchell Quinn, AI/ML Director at X by 2, shares a real-world case study from a community hospital where clinicians partnered with our AI team to predict patient disposition early in the emergency department encounter.
How Choreo-ED Works
Anticipate patient admission and discharge, sooner.
Choreo-ED fits seamlessly into your ED workflow, acting as a crucial tool for care teams to coordinate their next steps. By integrating directly into your EHR, Choreo-ED helps throughput teams initiate admissions and discharges earlier, ensuring a smooth flow through the ED and allowing more time for patient-centric care coordination and delivery.
Choreo-ED can save up to 150 minutes on patient visits to the ED, from the time an encounter begins to the time a patient is admitted or discharged. Streamlining patient care transitions enables providers to focus more on delivering care, rather than dealing with bottlenecks resulting from reactive workflows, fostering more personalized and positive patient experiences.
How Choreo-ED Works
Following a SOC2 framework and HIPAA compliance, the Choreo-ED suite of solutions integrates directly into a hospital’s EHR system. As patient data, physician orders and lab results are recorded, the model utilizes real-time inputs and rich historical data to generate a dynamic anticipated admission or discharge score.
When the likelihood of admission or discharge exceeds a certain threshold, a notification is triggered, indicating to the care team that a patient will, with high confidence, be admitted or discharged soon. From the point of notification, care teams can begin to proactively initiate key tasks in the patient flow.
Why Choreo-ED?
Each role in the ED is vital to ensuring patients receive the care they need promptly and efficiently, which is why Choreo-ED was built as a valuable addition to your care team — not a replacement.
A product of collaboration between AI research scientists and on- the-floor care teams, Choreo-ED bridges technical sophistication with real-world care delivery. It seamlessly and proactively choreographs the admission process, fitting naturally into your existing workflow with no interruption.
Let’s choreograph care, together.
Take the next step. Schedule a demo with one of our healthcare experts to see how Choreo-ED can help your team.