Machine Learning Techniques Differentiate Alcohol-Associated Hepatitis From Acute Cholangitis in Patients With Systemic Inflammation and Elevated Liver Enzymes
Joseph Ahn, Yung‐Kyun Noh, Puru Rattan, Seth Buryska, Tiffany Wu, Camille A. Kezer, Chansong Choi, Shivaram P. Arunachalam, Douglas A. Simonetto, Vijay H. Shah, Patrick S. Kamath
Topics & Concepts
MedicineInternal medicineRandom forestMachine learningArtificial intelligenceAlanine transaminaseGradient boostingMean corpuscular hemoglobin concentrationFeature selectionHepatitisLogistic regressionBilirubinAlanine aminotransferaseMean corpuscular volumeGastroenterologyHematocritComputer scienceAlcohol Consumption and Health EffectsLiver Disease Diagnosis and TreatmentLiver Diseases and Immunity