Machine learning for acute kidney injury: Changing the traditional disease prediction mode

X Yu, Y Ji, M Huang, Z Feng - Frontiers in Medicine, 2023 - frontiersin.org
Acute kidney injury (AKI) is a serious clinical comorbidity with clear short-term and long-term
prognostic implications for inpatients. The diversity of risk factors for AKI has been …

Prognostic nutritional index as a predictive marker for acute kidney injury in adult critical illness population: a systematic review and diagnostic test accuracy meta …

JJ Chen, TH Lee, PC Lai, CH Chang, CH Wu… - Journal of Intensive …, 2024 - Springer
Background The prognostic nutritional index (PNI), integrating nutrition and inflammation
markers, has been increasingly recognized as a prognostic predictor in diverse patient …

Development and validation of a machine learning model to predict the use of renal replacement therapy in 14,374 patients with COVID-19

ARM França, E Rocha, LSL Bastos, FA Bozza… - Journal of Critical …, 2024 - Elsevier
Purpose To develop a model to predict the use of renal replacement therapy (RRT) in
COVID-19 patients. Materials and methods Retrospective analysis of multicenter cohort of …

Aminoglycosides use has a risk of acute kidney injury in patients without prior chronic kidney disease

CL Chou, NC Chuang, HW Chiu, CT Liao, YH Hsu… - Scientific reports, 2022 - nature.com
The outcome of acute kidney injury (AKI) as a result of aminoglycosides (AGs) use remains
uncertain in patients without prior chronic kidney disease (CKD). Therefore, we explored the …

Epigenetic restoration of endogenous Klotho expression alleviates acute kidney injury-diabetes comorbidity

A Kale, H Sankrityayan, AB Gaikwad - Life Sciences, 2022 - Elsevier
Aims The present study aimed at exploring the mechanisms behind Klotho regulation in
hyperglycemia augmented AKI. In addition, epigenetic ways to restore the Klotho expression …

不同感染部位脓毒症急性肾损伤发生率及相关死亡风险分析

金魁, 王玉兰, 汪跃国, 朱云峰, 李雪芳, 朱家善… - 临床急诊 …, 2021 - lcjz.whuhzzs.com
目的: 探讨危重患者中不同感染部位对脓毒症相关急性肾损伤(SAKI) 发病率及相关死亡率的影响
, 并分析不同感染部位SAKI 发生的相关危险因素. 方法: 回顾性队列研究, 选择2018 年1 月 …

Preoperative and intraoperative risk factors for acute kidney injury after hip fracture surgery: a cohort retrospective study

BI Haddad, AA Alhajahjeh, A Altarazi, L El-Amayreh… - Renal …, 2023 - Taylor & Francis
Introduction Hip fractures have several adverse effects on patients' morbidity and mortality.
Postoperative Acute kidney injury (AKI) is one of the complications that have a significant …

Association between iron metabolism and acute kidney injury in critically ill patients with diabetes

M Mo, Y Gao, L Deng, Y Liang, N Xia… - Frontiers in …, 2022 - frontiersin.org
Objective Iron overload plays an important role in the pathogenesis of diabetes and acute
kidney injury (AKI). The aim of this present study was to explore the relationship between …

Preoperative pericardial hematoma in patients with acute type A aortic dissection (AAAD): Do we need an adjusted treatment?

T Kaufeld, E Beckmann, L Rudolph, H Krüger… - Journal of cardiothoracic …, 2023 - Springer
Objective An acute type A aortic dissection (AAAD) is a critical emergency and remains one
of the most challenging diseases in cardiothoracic surgery. The existence of a pericardial …

Association between early, small creatinine elevation and severe acute kidney injury in critically ill adult patients

G Kuo, JJ Chen, CL Yen, PC Fan, CC Lee… - Journal of Critical …, 2022 - Elsevier
Background Early prediction of AKI is crucial for critically ill patients. We investigated the
association between small increase in creatinine and subsequent severe AKI in ICU …