Diagnostics · 2022 · 10 citations · 43 references
We established models that provide discrimination in predicting bacteremia among patients with sepsis. The reported results could inspire researchers to adopt ML in their development of prediction algorithms.
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Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text
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The Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3)
Mervyn Singer, Clifford S. Deutschman, Christopher W. Seymour et al. · JAMA · 2016 · 26.3K citations · Full text
Haibo He, Edwardo A. Garcia · IEEE Transactions on Knowledge and Data Engineering · 2009 · 9.2K citations