Predicting the Need for Blood Transfusions in Cardiac Surgery: A Comparison between Machine Learning Algorithms and Established Risk Scores in the Brazilian Population

Cristiano Berardo Carneiro da Cunha^I; Tiago Andrade Lima^IV; Diogo Luiz de Magalhães Ferraz^III; Igor Tiago Correia Silva^III; Matheus Kennedy Dionisio Santiago^IV; Gabrielle Ribeiro Sena^V; Verônica Soares Monteiro^VI; Lívia Barbosa Andrade^VII

DOI: 10.21470/1678-9741-2023-0212 e20230212 Publish in: August 2 2025