AIMC Journal:
Access microbiology

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An open-source, configurable machine learning pipeline for predicting blood culture outcomes from routine haematology parameters.

Access microbiology
Background. Bloodstream infections remain a major cause of morbidity and mortality worldwide, yet blood culture (BC) positivity rates are typically low, highlighting a need to optimize test use. Machine learning models trained on routinely available ...