Alcohol-associated hepatitis and acute cholangitis were accurately diagnosed by machine-learning algorithms, which also outperformed physicians in distinguishing the two diseases, according to a study in Mayo Clinic Proceedings.“Our study is a proof of concept demonstrating how [machine-learning algorithms] using a few simple variables and routinely available structured clinical information