A machine learning-based risk score for prediction of infective endocarditis among patients with Staphylococcus aureus bacteraemia - The SABIER score.

Christopher Koon-Chi Lai Eman Yee Man LeungYinan HeChing-Chun CheungMui Oi Yat OliverQinze YuTimothy Chun-Man Li Alfred Lok Hang LeeLi YuChung Yan Grace Lui

Published in: The Journal of infectious diseases (2024)

We developed a novel risk score with good performance as compared to existing scores and can be used at the time of SAB and prior to subjective clinical judgment.

Keyphrases

staphylococcus aureus
machine learning
artificial intelligence
big data
biofilm formation
sleep quality
deep learning
physical activity
methicillin resistant staphylococcus aureus
pseudomonas aeruginosa