Khái niệm cốt lõi
RAM-EHR improves clinical predictions on EHRs by leveraging multiple knowledge sources and dense retrieval, leading to significant performance gains.
Thống kê
RAM-EHR은 AUROC에서 3.4%의 이득과 AUPR에서 7.2%의 이득을 보여줌.
Trích dẫn
"RAM-EHR offers flexibility and can seamlessly integrate diverse sources of knowledge."
"Human studies confirm the usefulness of generated knowledge for assisting clinical prediction tasks."