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Shortcut learning in medical AI hinders generalization: method for estimating AI model generalization without external data.

Cathy Ong LyBalagopal UnnikrishnanTony TadicTirth PatelJoe DuhamelSonja KandelYasbanoo MoayediMichael BrudnoAndrew HopeHeather RossChris McIntosh
Published in: npj Digit. Medicine (2024)
Keyphrases
  • prior knowledge
  • artificial intelligence
  • machine learning
  • expert systems
  • management system
  • data sets
  • decision making
  • distributed systems
  • decision support
  • conceptual model
  • external data