Prediction differences and implications of acute kidney injury with and without urine output criteria in adult critically ill patients
L Wu, Y Li, X Zhang, X Chen, D Li, S Nie… - Nephrology Dialysis …, 2023 - academic.oup.com
Background Due to the convenience of serum creatinine (SCr) monitoring and the relative
complexity of urine output (UO) monitoring, most studies have predicted acute kidney injury …
complexity of urine output (UO) monitoring, most studies have predicted acute kidney injury …
Including urinary output to define AKI enhances the performance of machine learning models to predict AKI at admission
E Schwager, S Lanius, E Ghosh, L Eshelman… - Journal of critical …, 2021 - Elsevier
Purpose Acute kidney injury (AKI) is a prevalent and detrimental condition in intensive care
unit patients. Most AKI predictive models only predict creatinine-triggered AKI (AKI Cr) and …
unit patients. Most AKI predictive models only predict creatinine-triggered AKI (AKI Cr) and …
Additional role of urine output criterion in defining acute kidney injury
SS Han, KJ Kang, SJ Kwon, SJ Wang… - Nephrology Dialysis …, 2012 - academic.oup.com
Background. Diagnosis of acute kidney injury (AKI) has been a major concern due to its
association with increased morbidity and mortality. However, the clinical implication of the …
association with increased morbidity and mortality. However, the clinical implication of the …
Predicting acute kidney injury in critically ill patients using comorbid conditions utilizing machine learning
Background Acute kidney injury (AKI) carries a poor prognosis. Its incidence is increasing in
the intensive care unit (ICU). Our purpose in this study is to develop and externally validate a …
the intensive care unit (ICU). Our purpose in this study is to develop and externally validate a …
Prediction models for AKI in ICU: a comparative study
Q Qian, J Wu, J Wang, H Sun… - International Journal of …, 2021 - Taylor & Francis
Purpose To assess the performance of models for early prediction of acute kidney injury
(AKI) in the Intensive Care Unit (ICU) setting. Patients and Methods Data were collected from …
(AKI) in the Intensive Care Unit (ICU) setting. Patients and Methods Data were collected from …
A deep-learning model to continuously predict severe acute kidney injury based on urine output changes in critically ill patients
Abstract Background Acute Kidney Injury (AKI), a frequent complication of pateints in the
Intensive Care Unit (ICU), is associated with a high mortality rate. Early prediction of AKI is …
Intensive Care Unit (ICU), is associated with a high mortality rate. Early prediction of AKI is …
Early prediction of acute kidney injury following ICU admission using a multivariate panel of physiological measurements
LP Zimmerman, PA Reyfman, ADR Smith… - BMC medical informatics …, 2019 - Springer
Background The development of acute kidney injury (AKI) during an intensive care unit
(ICU) admission is associated with increased morbidity and mortality. Methods Our objective …
(ICU) admission is associated with increased morbidity and mortality. Methods Our objective …
Development and external verification of a nomogram for patients with persistent acute kidney injury in the intensive care unit
C Ding, T Hu - International Journal of General Medicine, 2021 - Taylor & Francis
Background We aimed to identify the affecting features of persistent acute kidney injury
(pAKI) for patients in intensive care units (ICU). Methods The Medical Information Mart for …
(pAKI) for patients in intensive care units (ICU). Methods The Medical Information Mart for …
A nomogram incorporating functional and tubular damage biomarkers to predict the risk of acute kidney injury for septic patients
J Ma, Y Deng, H Lao, X Ouyang, S Liang, Y Wang… - BMC nephrology, 2021 - Springer
Background Combining tubular damage and functional biomarkers may improve prediction
precision of acute kidney injury (AKI). Serum cystatin C (sCysC) represents functional …
precision of acute kidney injury (AKI). Serum cystatin C (sCysC) represents functional …
Prediction of mortality and major adverse kidney events in critically ill patients with acute kidney injury
Rationale & Objective Risk prediction tools for assisting acute kidney injury (AKI)
management have focused on AKI onset but have infrequently addressed kidney recovery …
management have focused on AKI onset but have infrequently addressed kidney recovery …
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