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Natural Language Processing Versus Diagnosis Code-Based Methods for Postherpetic Neuralgia Identification: Algorithm Development and Validation.

Chengyi ZhengBradley K AckersonSijia QiuLina S SyLeticia I Vega DailyJeannie SongLei QianYi LuoJennifer H KuYanjun ChengJun WuHung Fu Tseng
Published in: JMIR medical informatics (2024)
The automated NLP-based approach identified PHN cases from the EHR with good accuracy. This method could be useful in population-based PHN research.
Keyphrases
  • deep learning
  • machine learning
  • electronic health record
  • autism spectrum disorder
  • high throughput
  • neural network