DKINet: Medication Recommendation via Domain Knowledge Informed Deep Learning

arXiv:2305.19604v4 Announce Type: replace-cross
Abstract: Medication recommendation is a fundamental yet crucial branch of healthcare that presents opportunities to assist physicians in making more accurate medication prescriptions for patients with complex health conditions. Previous studies have primarily focused on learning patient representation from electronic health records (EHR). While considering the clinical manifestations of the patient is important, incorporating domain-specific prior knowledge is equally significant in diagnosing the patient's health conditions. However, effectively integrating domain knowledge with the patient's clinical manifestations …

arxiv cs.ai cs.ir cs.lg deep learning domain domain knowledge knowledge recommendation type via