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Artificial Intelligence: How to Unlock Its Value in Hospital Operations

SCP Health logo with tagline Together, we heal.
SCP Clinician Portal

Artificial Intelligence: How to Unlock Its Value in Hospital Operations

Artificial Intelligence: How to Unlock Its Value in Hospital Operations

Artificial Intelligence: How to Unlock Its Value in Hospital Operations

SCP Health Thought Leadership

November 14, 2024

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Health care is a complex industry with high and fixed labor costs, variable and unpredictable demand, and historical difficulty in adopting technology. However, technology has advanced enough to add significant value to hospital operations by predicting changing volumes in real time and matching staffing levels to optimize efficiency and balance operational priorities.

How Do You Do That?

Forecast

  • Historical volume data to train algorithms that predict future volume
  • Predict volumes 60-90 days in advance
  • Forecast number of patients daily and per hour

    • Simulation

  • Use digital twin simulations to predict case mix
  • Runs hundreds of thousands of potential scenarios
  • Identifies most likely pattern

    • Solver

  • Use sophisticated algorithms to optimize staffing levels
  • Volume + Acuity + Arrival Patterns = Staffing Plan

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