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   Articles with "eicu crd" as a keyword



Systematic Review and Comparison of Publicly Available ICU Data Sets-A Decision Guide for Clinicians and Data Scientists.

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recommendations! Published in 2022 at "Critical care medicine"

DOI: 10.1097/ccm.0000000000005517

Abstract: OBJECTIVE As data science and artificial intelligence continue to rapidly gain traction, the publication of freely available ICU datasets has become invaluable to propel data-driven clinical research. In this guide for clinicians and researchers, we… read more here.

Keywords: care; available adult; eicu crd; guide clinicians ... See more keywords

A nomogram for predicting ICU mortality of sepsis associated encephalopathy: a retrospective cohort study based on MIMIC-IV and eICU-CRD

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recommendations! Published in 2025 at "BMC Medical Informatics and Decision Making"

DOI: 10.1186/s12911-025-03222-1

Abstract: Sepsis-associated encephalopathy (SAE) is a fatal complication of sepsis, with a high mortality rate worldwide. This study aimed to reduce mortality and improve the quality of life of patients with SAEs by developing a practical… read more here.

Keywords: eicu crd; mortality; model; study ... See more keywords

ORAKLE: Optimal Risk prediction for mAke30 in patients with sepsis associated AKI using deep LEarning

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recommendations! Published in 2025 at "Critical Care"

DOI: 10.1186/s13054-025-05457-w

Abstract: Major Adverse Kidney Events within 30 days (MAKE30) is an important patient-centered outcome for assessing the impact of acute kidney injury (AKI). Existing prediction models for MAKE30 are static and overlook dynamic changes in clinical… read more here.

Keywords: deep learning; make30; eicu crd; patients sepsis ... See more keywords

Early Prediction of Cardiac Arrest in the Intensive Care Unit Using Explainable Machine Learning: Retrospective Study

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recommendations! Published in 2024 at "Journal of Medical Internet Research"

DOI: 10.2196/62890

Abstract: Background Cardiac arrest (CA) is one of the leading causes of death among patients in the intensive care unit (ICU). Although many CA prediction models with high sensitivity have been developed to anticipate CA, their… read more here.

Keywords: intensive care; eicu crd; prediction; cardiac arrest ... See more keywords

Predicting ICU mortality in patients with abdominal aortic aneurysm: a nomogram based on MIMIC-IV and eICU-CRD

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recommendations! Published in 2026 at "International Journal of Medical Sciences"

DOI: 10.7150/ijms.116265

Abstract: Background: Abdominal aortic aneurysm (AAA), characterized by pathological aortic dilation, carries high mortality in intensive care unit (ICU) settings. However, existing severity scores (e.g., SAPS III, SOFA) poorly capture AAA-specific mortality predictors. We aimed to… read more here.

Keywords: eicu crd; abdominal aortic; mortality; day ... See more keywords