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Deep learning-based NLP data pipeline for EHR-scanned document information extraction.

Enshuo HsuIoannis MalagarisAshwani K SingalRizwana SultanaKirk E Roberts
Published in: JAMIA open (2022)
We demonstrated the proper use of image preprocessing and document layout could be beneficial to scanned document processing.
Keyphrases
  • deep learning
  • electronic health record
  • artificial intelligence
  • convolutional neural network
  • machine learning
  • big data