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Deep Phenotyping of Chinese Electronic Health Records by Recognizing Linguistic Patterns of Phenotypic Narratives With a Sequence Motif Discovery Tool: Algorithm Development and Validation.

Shi-Cheng LiLizong DengXu ZhangLuming ChenTao YangYifan QiTaijiao Jiang
Published in: Journal of medical Internet research (2022)
We developed a simple but effective strategy to perform deep phenotyping of Chinese EHRs with limited fine-grained annotation data. Our work will promote the second use of Chinese EHRs and give inspiration to other non-English-speaking countries.
Keyphrases
  • electronic health record
  • high throughput
  • clinical decision support
  • machine learning
  • small molecule
  • adverse drug
  • molecular dynamics
  • deep learning
  • single cell