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Machine learning predicts response to TNF inhibitors in rheumatoid arthritis: results on the ESPOIR and ABIRISK cohorts.

Vincent BougetJulien DuquesneSigne HasslerPaul-Henry CournèdeBruno FautrelFrancis GuilleminMarc PallardyPhilippe BroëtXavier MarietteSamuel Bitoun
Published in: RMD open (2022)
The machine learning models developed allowed predicting patient response to TNFi exclusively using data available in clinical routine.
Keyphrases
  • machine learning
  • rheumatoid arthritis
  • big data
  • artificial intelligence
  • case report
  • electronic health record
  • deep learning
  • clinical practice
  • ankylosing spondylitis
  • systemic sclerosis