Regular screening of patients with cirrhosis can diagnose liver cancer early and improve survival but it is inconsistently done. We assembled a team of experts with complementary expertise to increase liver cancer screening using the electronic medical record system to send reminders to healthcare providers and patients. Additionally, we use two novel methods, including machine learning methods, to improve our ability to differentiate malignant from benign liver nodules allowing liver cancer to be diagnosed earlier.