Biomedical document triage using a hierarchical attention-based capsule network.
Journal:
BMC bioinformatics
Published Date:
Sep 17, 2020
Abstract
BACKGROUND: Biomedical document triage is the foundation of biomedical information extraction, which is important to precision medicine. Recently, some neural networks-based methods have been proposed to classify biomedical documents automatically. In the biomedical domain, documents are often very long and often contain very complicated sentences. However, the current methods still find it difficult to capture important features across sentences.