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Characterisation of a novel [ 18 F]FDG brain PET database and combination with a second database for optimising detection of focal abnormalities, using focal cortical dysplasia as an example.

Sameer Omer JinInés MéridaIoannis StavropoulosRobert D C ElwesTanya LamEric GuedjNadine GirardNicolas CostesAlexander Hammers
Published in: EJNMMI research (2023)
As expected, global and regional data characteristics are database specific. However, our work shows the value of increasing database size and suggests ways in which database differences can be overcome. This may inform analysis via traditional statistics or machine learning, and clinical implementation.
Keyphrases
  • adverse drug
  • machine learning
  • healthcare
  • primary care
  • pet ct
  • computed tomography
  • pet imaging
  • electronic health record
  • artificial intelligence
  • deep learning
  • quantum dots
  • data analysis
  • real time pcr