Predicting mortality among patients with liver cirrhosis in electronic health records with machine learning.
Aixia GuoNikhilesh R MazumderDaniela P LadnerRandi E ForakerPublished in: PloS one (2021)
Other variables such as alkaline phosphatase, alanine aminotransferase, and hemoglobin were also top informative features besides the 4 MELD-Na variables. Machine learning and deep learning models outperformed the current standard of risk prediction among patients with cirrhosis. Advanced informatics techniques showed promise for risk prediction in patients with cirrhosis.