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Detection and Grading of Radiographic Hand Osteoarthritis Using an Automated Machine Learning Platform.

Leo CaratschChristian A LechtenboehmerMatteo CaorsiKarine OungFabio ZanchiYasser AlemanUlrich A WalkerPatrick OmoumiThomas Hügle
Published in: ACR open rheumatology (2024)
AutoML platforms are an opportunity to develop clinical end-to-end ML algorithms. Here, automated radiographic DIP-OA detection is both feasible and usable, whereas grading among individual K/L scores (eg, for clinical trials) remains challenging.
Keyphrases
  • machine learning
  • clinical trial
  • deep learning
  • loop mediated isothermal amplification
  • artificial intelligence
  • high throughput
  • real time pcr
  • label free
  • knee osteoarthritis
  • rheumatoid arthritis
  • big data
  • open label