Effects of Language Differences on Inpatient Fall Detection Using Deep Learning

Stud Health Technol Inform. 2024 Mar 1:310:1584-1585. doi: 10.3233/SHTI231329.

Abstract

This study examined the effects of language differences between Korean and English on the performance of natural language processing in the classification task of identifying inpatient falls from unstructured nursing notes.

Keywords: Inpatient falls; deep learning; event detection; nursing notes; text data.

MeSH terms

  • Accidental Falls / prevention & control
  • Deep Learning*
  • Electronic Health Records
  • Humans
  • Inpatients
  • Language
  • Natural Language Processing