IMSE: interaction information attention and molecular structure based drug drug interaction extraction.
Journal:
BMC bioinformatics
Published Date:
Aug 14, 2022
Abstract
BACKGROUND: Extraction of drug drug interactions from biomedical literature and other textual data is an important component to monitor drug-safety and this has attracted attention of many researchers in healthcare. Existing works are more pivoted around relation extraction using bidirectional long short-term memory networks (BiLSTM) and BERT model which does not attain the best feature representations.