Early mortality prediction in upper gastrointestinal bleeding using explainable machine learning: comparison with established clinical risk scores
Early risk stratification in upper gastrointestinal bleeding (UGIB) is essential for emergency department (ED) triage, treatment planning, and mortality reduction. Although conventional clinical scores are widely used, they may not fully capture complex nonlinear interactions among physiological, laboratory, and comorb...
Duygu Sıddıkoğlu, Murat Daş, Ece Ünal Çetin et al.
· BMC Medical Informatics and... · 0 citations