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Deep Denoising of Raw Biomedical Knowledge Graph From COVID-19 Literature, LitCovid, and Pubtator: Framework Development and Validation.

Chao JiangVictoria NgoRichard ChapmanYue YuHongfang LiuGouqian JiangNansu Zong
Published in: Journal of medical Internet research (2022)
Our preliminary findings showed the proposed framework achieved promising results for removing noise during data preprocessing of the biomedical knowledge graph, potentially improving the performance of downstream applications by providing cleaner data.
Keyphrases
  • convolutional neural network
  • healthcare
  • electronic health record
  • coronavirus disease
  • big data
  • systematic review
  • air pollution
  • neural network
  • data analysis