[HTML][HTML] Anesthetic Management Recommendations Using a Machine Learning Algorithm to Reduce the Risk of Acute Kidney Injury After Cardiac Surgeries
Background: Open heart surgeries are a common surgical approach among patients with
heart disease. Acute kidney injury (AKI) is one of the most common postoperative …
heart disease. Acute kidney injury (AKI) is one of the most common postoperative …
[HTML][HTML] Prediction of acute kidney injury after cardiac surgery using interpretable machine learning
Background Acute kidney injury (AKI) is a complication that occurs for various reasons after
surgery, especially cardiac surgery. This complication can lead to a prolonged treatment …
surgery, especially cardiac surgery. This complication can lead to a prolonged treatment …
Derivation and validation of machine learning approaches to predict acute kidney injury after cardiac surgery
Machine learning approaches were introduced for better or comparable predictive ability
than statistical analysis to predict postoperative outcomes. We sought to compare the …
than statistical analysis to predict postoperative outcomes. We sought to compare the …
Machine learning in predicting cardiac surgery-associated acute kidney injury: A systemic review and meta-analysis
Z Song, Z Yang, M Hou, X Shi - Frontiers in Cardiovascular Medicine, 2022 - frontiersin.org
Background Cardiac surgery-associated acute kidney injury (CSA-AKI) is a common
complication following cardiac surgery. Early prediction of CSA-AKI is of great significance …
complication following cardiac surgery. Early prediction of CSA-AKI is of great significance …
Development of interpretable machine learning models for prediction of acute kidney injury after noncardiac surgery: a retrospective cohort study
R Sun, S Li, Y Wei, L Hu, Q Xu, G Zhan… - … Journal of Surgery, 2024 - journals.lww.com
Background: Early identification of patients at high-risk of postoperative acute kidney injury
(AKI) can facilitate the development of preventive approaches. This study aimed to develop …
(AKI) can facilitate the development of preventive approaches. This study aimed to develop …
[HTML][HTML] Development, External Validation, and Visualization of Machine Learning Models for Predicting Occurrence of Acute Kidney Injury after Cardiac Surgery
J Shao, F Liu, S Ji, C Song, Y Ma, M Shen… - Reviews in …, 2023 - imrpress.com
Background: Cardiac surgery-associated acute kidney injury (CSA-AKI) is a major
complication that results in short-and long-term mortality among patients. Here, we adopted …
complication that results in short-and long-term mortality among patients. Here, we adopted …
Machine learning for the prediction of acute kidney injury in patients after cardiac surgery
X Xue, Z Liu, T Xue, W Chen, X Chen - Frontiers in Surgery, 2022 - frontiersin.org
Cardiac surgery-associated acute kidney injury (CSA-AKI) is the most prevalent major
complication of cardiac surgery and exerts a negative effect on a patient's prognosis, thereby …
complication of cardiac surgery and exerts a negative effect on a patient's prognosis, thereby …
Prediction of acute kidney injury following cardiac surgery by machine learning
Y FAN, J SHAO, Y WU, C SONG… - … OF CHINESE PLA …, 2022 - xuebao.301hospital.com.cn
Background Cardiac surgery-associated acute kidney injury (CSA-AKI) is one of the major
complications after cardiac surgery, and its course has a negative impact on the short-and …
complications after cardiac surgery, and its course has a negative impact on the short-and …
Prediction of acute kidney injury risk after cardiac surgery: using a hybrid machine learning algorithm
Background Acute kidney injury (AKI) is a serious complication after cardiac surgery. We
derived and internally validated a Machine Learning preoperative model to predict cardiac …
derived and internally validated a Machine Learning preoperative model to predict cardiac …
Predicting the risk of acute kidney injury after cardiopulmonary bypass: development and assessment of a new predictive nomogram
H Jing, M Liao, S Tang, S Lin, L Ye, J Zhong… - BMC …, 2022 - Springer
Background Acute kidney injury (AKI) is a common and severe complication of cardiac
surgery with cardiopulmonary bypass (CPB). This study aimed to establish a model to …
surgery with cardiopulmonary bypass (CPB). This study aimed to establish a model to …
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