Trajectories of machine learning-predicted mortality risk among patients with cancer and associated end-of-life utilization.

1553Background: Machine learning (ML) algorithms outperform traditional tools used for prognostication and may facilitate earlier discussions between oncologists and patients (pts) about hospice en...