Inter-hospital emergency hyperglycemic crisis AI precise outcome prediction

Chi Mei Medical Center

2022 National Healthcare Quality Award

 Patient safety goals

📍Promote teamwork and effective communication

📍Improve doctor-patient communication and encourage patients and their families to participate in patient safety work


Based on literature and expert opinions, the hospital's emergency department identified prognostic factors and used 10 years of emergency medical records from three hospital districts to establish an AI algorithm to predict the condition of hyperglycemic crisis in the emergency department: sepsis or septic shock, ICU admission, and death. We selected the optimal model for software implementation and integrated it into the emergency department information system to assist clinical decision-making.

Source: 2023 Application of Smart Medical Technology

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