Chiu et al. developed a machine learning model using routine blood test data, including complete blood count, differential count, and cell population data, to predict bloodstream infections in emergency department patients. The model accurately identifies Gram-negative bacteremia, supporting earlier diagnosis and timely care.
- Yen-Wei Chiu
- Yu-Hsin Chang
- Der-Yang Cho
