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BO-LSTM: classifying relations via long short-term memory networks along biomedical ontologies.

Andre LamuriasDiana SousaLuka A ClarkeFrancisco M Couto
Published in: BMC bioinformatics (2019)
Our findings demonstrate that besides the high performance of current deep learning techniques, domain-specific ontologies can still be useful to mitigate the lack of labeled data.
Keyphrases
  • deep learning
  • electronic health record
  • big data
  • artificial intelligence
  • working memory
  • pet imaging
  • convolutional neural network
  • neural network
  • machine learning
  • network analysis