International Perfusion Association

Day: April 28, 2024

DRESS

Heparin-Induced DRESS Syndrome in a Pediatric Patient and Successful Anaesthetic Management in Cardiovascular Bypass Surgery: Case Report

This case report discusses a pediatric patient with heparin-induced DRESS Syndrome managed successfully during cardiovascular bypass surgery. An 11-year-old with native aortic valve endocarditis developed DRESS after receiving unfractionated heparin. The syndrome, characterized by fever, eosinophilia, and a pruritic rash, was initially managed with corticosteroids. A subsequent episode prompted a shift to bivalirudin and fondaparinux, avoiding further complications and stabilizing the patient’s condition. This case emphasizes the need for alternative anticoagulation strategies in hypersensitive patients to improve outcomes.

READ MORE
ECMO AI

Machine Learning Based Predictive Modeling of Readmissions Following Extracorporeal Membrane Oxygenation Hospitalizations

This study developed and assessed machine learning models, particularly using XGBoost, to predict 90-day nonelective readmissions following extracorporeal membrane oxygenation (ECMO) hospitalizations. Analyzing data from the Nationwide Readmissions Database (2016-2020), the study found that the XGBoost model outperformed traditional logistic regression in prediction accuracy and calibration. Key factors influencing readmission rates included duration of hospital stay, heart/lung transplants, and type of insurance.

READ MORE