Minimising multi-centre radiomics variability through image normalisation: a pilot study

HIGHLIGHTS

  • who: Vu00edctor M. Campello from the Institut University Heart Research UK, London, UK have published the article: Minimising multi-centre radiomics variability through image normalisation: a pilot study, in the Journal: Scientific Reports Scientific Reports
  • what: This study showed that centre-related information removal does not imply good generalisation ability for classification.
  • how: In this work a multi-centre cardiac MRI dataset was considered to analyse the effect of several imageand feature-based normalisation techniques over radiomic features variability and model generalisation across institutions.
  • future: Studies with a larger sample size . . .

     

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