G. Chilingarashvili

Machine Learning for Mortality Prediction in Infective Endocarditis: A Systematic Review and Meta-Analysis.

Infective endocarditis (IE) continues to be an often fatal condition despite improvements in cardiac surgical procedures and antibiotic therapy, and conventional scoring tools show poor generalizability. Machine learning (ML) addresses these limitations by capturing complex, nonlinear clinical relationships, outperform...