AIMC Topic: Continuous Renal Replacement Therapy
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Machine learning in risk prediction of continuous renal replacement therapy after coronary artery bypass grafting surgery in patients.
Clinical and experimental nephrology
Mar 27, 2024
OBJECTIVES: This study aimed to develop machine learning models for risk prediction of continuous renal replacement therapy (CRRT) following coronary artery bypass grafting (CABG) surgery in intensive care unit (ICU) patients.
Predicting outcomes of continuous renal replacement therapy using body composition monitoring: a deep-learning approach.
Scientific reports
Mar 21, 2023
Fluid balance is a critical prognostic factor for patients with severe acute kidney injury (AKI) requiring continuous renal replacement therapy (CRRT). This study evaluated whether repeated fluid balance monitoring could improve prognosis in this cli...
Artificial Intelligence in Continuous Kidney Replacement Therapy.
Clinical journal of the American Society of Nephrology : CJASN
Feb 3, 2023
Machine learning model to predict hypotension after starting continuous renal replacement therapy.
Scientific reports
Aug 25, 2021
Hypotension after starting continuous renal replacement therapy (CRRT) is associated with worse outcomes compared with normotension, but it is difficult to predict because several factors have interactive and complex effects on the risk. The present ...
Machine learning algorithm to predict mortality in patients undergoing continuous renal replacement therapy.
Critical care (London, England)
Feb 6, 2020
BACKGROUND: Previous scoring models such as the Acute Physiologic Assessment and Chronic Health Evaluation II (APACHE II) and the Sequential Organ Failure Assessment (SOFA) scoring systems do not adequately predict mortality of patients undergoing co...
Continuous Renal Replacement Therapy: What Have We Learned And What Are Key Milestones For The Years To Come?
Revista de investigacion clinica; organo del Hospital de Enfermedades de la Nutricion
Jan 1, 2023
Continuous renal replacement therapy (CRRT) is the main extracorporeal kidney support therapy used in critical ill patients in the intensive care unit (ICU). Since its conceptualization ~50 years ago, there have been major improvements in its technol...
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