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Revolutionizing sepsis diagnosis using machine learning and deep learning models: a systematic literature review.

BMC Infect Dis · 2025 · PMC12548141 · PMID 41131449

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Some studies also showed a trend towards using Ensemble Methods, which combine multiple ML models to improve prediction accuracy and stability, essential for reliable sepsis detection in clinical settings [ 43 ].

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