Machine learning to predict waitlist dropout among liver transplant candidates with hepatocellular carcinoma.

In summary, a simple, interpretable 5-variable model predicted 3-, 6-, and 12-month waitlist dropout among patients with HCC. This prediction can be used to appropriately prioritize patients with HCC and their imminent need for transplant.