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Natural language processing of radiology reports to investigate the effects of the COVID-19 pandemic on the incidence and age distribution of fractures.

Florian JungmannB KämpgenF HahnD WagnerP MildenbergerC DüberR Kloeckner
Published in: Skeletal radiology (2021)
NLP can be used to identify relevant changes in the number of pathologies as shown here for the use case fracture detection. This may trigger root cause analysis and enable automated real-time monitoring in radiology.
Keyphrases
  • artificial intelligence
  • machine learning
  • deep learning
  • high throughput
  • emergency department
  • loop mediated isothermal amplification
  • label free
  • real time pcr
  • sensitive detection