Fialoke, Suruchi

Application of Machine Learning Methods to Predict Non-Alcoholic Steatohepatitis (NASH) in Non-Alcoholic Fatty Liver (NAFL) Patients. [electronic resource] - AMIA ... Annual Symposium proceedings. AMIA Symposium 2018 - 430-439 p. digital

Publication Type: Journal Article

1942-597X


Aged
Alanine Transaminase--blood
Aspartate Aminotransferases--blood
Biomarkers--blood
Case-Control Studies
Cohort Studies
Decision Trees
Diabetes Mellitus, Type 2--complications
Disease Progression
Electronic Health Records
Fatty Liver--complications
Female
Health Status
Hepatitis--etiology
Humans
Liver Cirrhosis--complications
Liver Function Tests
Logistic Models
Male
Middle Aged
Non-alcoholic Fatty Liver Disease--complications
Risk Factors
Supervised Machine Learning