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Predicting red blood cell transfusion in elective cardiac surgery: a machine le...

Lau, Beatriz; Ramos, Daniel; Afreixo, Vera; Silva, Luís M.; Tavares, Ana Helena; Felgueiras, Miguel Martins; Paupério, Diana Castro

The benefits of Patient Blood Management can vary depending on a patient’s risk profile for requiring a blood transfusion. The objective of this study is to develop and analyse machine learning models that can identify patients at risk of requiring red blood cell transfusion. This retrospective cohort study was conducted at a tertiary northern Portuguese hospital between 2018 and 2023. Two machine learning algo...

Date: 2025   |   Origin: RIA - Repositório Institucional da Universidade de Aveiro
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