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A comparison of some existing and novel methods for integrating historical models to improve estimation of coefficients in logistic regression.
J R Stat Soc Ser A Stat Soc
January 2025
Biostatistics, University of Michigan, 1415 Washington Heights, Michigan 48109, USA.
Model integration refers to the process of incorporating a fitted historical model into the estimation of a current study to increase statistical efficiency. Integration can be challenging when the current model includes new covariates, leading to potential model misspecification. We present and evaluate seven existing and novel model integration techniques, which employ both likelihood constraints and Bayesian informative priors.
View Article and Find Full Text PDFFibrinolysis on Extracorporeal Membrane Oxygenation: Reply.
Anesthesiology
February 2025
Strasbourg University Hospital, New Civil Hospital, Strasbourg, France (J.H.).
Fibrinolysis on Extracorporeal Membrane Oxygenation: Comment.
Anesthesiology
February 2025
University Hospital of Toulouse, Toulouse, France (F.L.).
Pump-controlled retrograde trial off extracorporeal membrane oxygenation.
Multimed Man Cardiothorac Surg
January 2025
Congenital Heart Center, Division of Cardiovascular Surgery, Department of Surgery, University of Florida, Gainesville, FL, USA.
Venoarterial extracorporeal membrane oxygenation weaning strategies are not standardized. When dealing with patients with complex physiologies and borderline haemodynamics, it is prudent to have a fail-safe method of approaching decannulation from extracorporeal membrane oxygenation. Standardizing the extracorporeal membrane oxygenation weaning strategy with a pump-controlled retrograde trial off protocol seems a feasible alternative to traditional venoarterial extracorporeal membrane oxygenation weaning approaches.
View Article and Find Full Text PDFSeverity of metabolic derangement predicts survival after out-of-hospital cardiac arrest and the likelihood of benefiting from extracorporeal life support.
Emergencias
December 2024
Department of Emergency Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seúl, República de Corea. Department of Digital Health, SAIHST, Sungkyunkwan University, Seúl, República de Corea.
Objective: To develop a Metabolic Derangement Score (MDS) based on parameters available after initial testing and assess the score's ability to predict survival after out-of hospital cardiac arrest (OHCA) and the likely usefulness of extracorporeal life support (ECLS).
Methods: A total of 5100 cases in the Korean Cardiac Arrest Research Consortium registry were included. Patients' mean age was 67 years, and 69% were men.
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