Accounting for Underspecification in Statistical Claims of Model Superiority

Thomas Sanchez, Pedro M. Gordaliza, Meritxell Bach Cuadra

Machine learning methods are increasingly applied in medical imaging, yet many reported improvements lack statistical robustness: recent works have highlighted that small but signi…