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A Clinical Trial Evaluating the Efficacy of Deep Learning-Based Facial Recognition for Patient Identification in Diverse Hospital Settings.

Ayako SadahideHideki ItohKen MoritouHirofumi KameyamaRyoya OdaHitoshi TabuchiYoshiaki Kiuchi
Published in: Bioengineering (Basel, Switzerland) (2024)
This is the first systematical study to evaluate facial recognition among hospitalized patients under different situations. The facial recognition system using deep learning for patient identification shows promising results, proving its safety and acceptability, especially in hospital settings where accurate patient identification is crucial.
Keyphrases
  • deep learning
  • clinical trial
  • case report
  • healthcare
  • soft tissue
  • bioinformatics analysis
  • machine learning
  • convolutional neural network
  • emergency department
  • high resolution
  • acute care
  • electronic health record