Machine Learning-based Development and Validation of a Scoring System for Screening High-Risk Esophageal Varices

Medicine & Life Sciences

• Esophageal and Gastric Varices 100%
• Machine Learning 94%
• Varicose Veins 52%
• ROC Curve 30%
• Fibrosis 27%
• Digestive System Endoscopy 13%
• International Normalized Ratio 12%
• Aspartate Aminotransferases 10%
• Ascites 10%
• Nitrogen 10%
• Platelet Count 10%
• Urea 9%
• Therapeutics 8%
• Hemoglobins 8%
• Child 6%
• Hepatic Encephalopathy 6%
• Los Angeles 6%
• Aspartic Acid 5%
• Bilirubin 5%
• Alanine Transaminase 5%
• Health Care Costs 4%
• Albumins 4%
• Creatinine 4%
• Prospective Studies 3%
• Serum 2%