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Code-Switching Automatic Speech Recognition for Nursing Record Documentation: System Development and Evaluation.

Shih-Yen HouYa-Lun WuKai-Ching ChenTing-An ChangYi-Min HsuSu-Jung ChuangYing ChangKai-Cheng Hsu
Published in: JMIR nursing (2022)
This paper has two main contributions. First, the CMaiSpeech data set-a Mandarin-English corpus-has been established. Health care providers in Taiwan are often compelled to use a mixture of Mandarin and English in nursing records. Second, an automatic speech recognition system for nursing record document conversion was proposed. The proposed system can shorten the work handover time and further reduce the workload of health care providers.
Keyphrases
  • healthcare
  • mental health
  • electronic health record
  • deep learning
  • quality improvement
  • machine learning
  • big data
  • neural network
  • health information
  • affordable care act
  • data analysis
  • health insurance