Machine learning for prediction of acute kidney injury in patients diagnosed with sepsis in critical care

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Stage prediction of acute kidney injury in sepsis patients using explainable machine learning approaches2025
2. 2Risk prediction of sepsis-associated acute kidney injury: development, validation of a machine learning model with multicenter data2026
3. 3Machine learning model for predicting the risk of AKI in early hemodynamically stable sepsis patients: a study based on the MIMIC IV database2026
4. 4An interpretable machine-learning model for predicting in-hospital mortality in patients with sepsis-associated acute kidney injury2026 · 1 citations
5. 5Development of interpretable machine learning models for early diagnosis of sepsis-associated acute kidney injury2026