[HTML][HTML] Prediction of acute kidney injury after liver transplantation: machine learning approaches vs. logistic regression model

HC Lee, SB Yoon, SM Yang, WH Kim, HG Ryu… - Journal of clinical …, 2018 - mdpi.com
Acute kidney injury (AKI) after liver transplantation has been reported to be associated with
increased mortality. Recently, machine learning approaches were reported to have better …

[HTML][HTML] Derivation and validation of machine learning approaches to predict acute kidney injury after cardiac surgery

HC Lee, HK Yoon, K Nam, YJ Cho, TK Kim… - Journal of clinical …, 2018 - mdpi.com
Machine learning approaches were introduced for better or comparable predictive ability
than statistical analysis to predict postoperative outcomes. We sought to compare the …

Noninvasive urine oxygen monitoring and the risk of acute kidney injury in cardiac surgery

NA Silverton, LR Lofgren, IE Hall, GJ Stoddard… - …, 2021 - pubs.asahq.org
Background Acute kidney injury (AKI) is a common complication of cardiac surgery. An
intraoperative monitor of kidney perfusion is needed to identify patients at risk for AKI. The …

[HTML][HTML] Alterations to Kidney Physiology during Cardiopulmonary Bypass—A Narrative Review of the Literature and Practical Remarks

J Udzik, J Pacholewicz, A Biskupski… - Journal of Clinical …, 2023 - mdpi.com
Introduction: According to different authors, cardiac surgery-associated acute kidney injury
(CSA-AKI) incidence can be as high as 20–50%. This complication increases postoperative …

Intraoperative oliguria predicts acute kidney injury after major abdominal surgery

T Mizota, Y Yamamoto, M Hamada… - BJA: British Journal …, 2017 - academic.oup.com
Background. The threshold of intraoperative urine output below which the risk of acute
kidney injury (AKI) increases is unclear. The aim of this retrospective cohort study was to …

[HTML][HTML] Nitric oxide delivery during cardiopulmonary bypass reduces acute kidney injury: A randomized trial

NO Kamenshchikov, YJ Anfinogenova… - The Journal of Thoracic …, 2022 - Elsevier
Objective Acute kidney injury (AKI) is a serious complication of cardiac surgery with
cardiopulmonary bypass (CPB). The aim of this study was to evaluate the effects of nitric …

Cardiac surgery-associated acute kidney injury in cardiopulmonary bypass: a focus on sex differences and preventive strategies

S Kulthinee, M Warhoover, L Puis… - American Journal …, 2024 - journals.physiology.org
Cardiac surgery-associated acute kidney injury (CSA-AKI) is a high-risk complication with
well-recognized increased morbidity and mortality after cardiac surgery attributable in large …

[HTML][HTML] Assessment of prognostic value of intraoperative oliguria for postoperative acute kidney injury: a retrospective cohort study

BC Zhao, SH Lei, X Yang, Y Zhang, SD Qiu… - British Journal of …, 2021 - Elsevier
Background Oliguria is often viewed as a sign of renal hypoperfusion and an indicator for
volume expansion during surgery. However, the prognostic association and the predictive …

Association between urine output and mortality in critically ill patients: a machine learning approach

AJ Heffernan, S Judge, SM Petrie… - Critical care …, 2022 - journals.lww.com
OBJECTIVES: Current definitions of acute kidney injury use a urine output threshold of less
than 0.5 mL/kg/hr, which have not been validated in the modern era. We aimed to determine …

Multicenter international survey on cardiopulmonary bypass perfusion practices in adult cardiac surgery

MI Akhtar, L Gautel, V Lomivorotov, CN Neto… - Journal of cardiothoracic …, 2021 - Elsevier
Objectives To assess current practice in adult cardiac surgery during cardiopulmonary
bypass (CPB) across European and non-European countries. Design International …