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Automatic Classification of the Korean Triage Acuity Scale in Simulated Emergency Rooms Using Speech Recognition and Natural Language Processing: a Proof of Concept Study.

Dongkyun KimJaehoon OhHeeju ImMyeong Seong YoonJiwoo ParkJoohyun Lee
Published in: Journal of Korean medical science (2021)
We demonstrated the potential of an automatic KTAS classification system using speech recognition models, machine learning and BERT-based classifiers.
Keyphrases
  • machine learning
  • deep learning
  • emergency department
  • artificial intelligence
  • big data
  • public health
  • healthcare
  • autism spectrum disorder
  • hearing loss
  • human health
  • climate change