Applying Machine Learning to Blood Count Data Predicts Sepsis with ICU Admission.

Background: Timely diagnosis is crucial for sepsis treatment. Current machine learning (ML) models suffer from high complexity and limited applicability. We therefore created an ML model using only complete blood count (CBC) diagnostics.