The effect of preprocessing filters on predictive performance in radiomics

HIGHLIGHTS

  • who: Aydin Demirciou011flu from the Institute of Diagnostic and Interventional and Neuroradiology, University Hospital Essen, Hufelandstrau00dfe, Essen, Germany have published the research: The effect of preprocessing filters on predictive performance in radiomics, in the Journal: (JOURNAL)
  • what: The study shows that the increased dimensionality that results from the application of preprocessing filters does not significantly affect predictive performance. These effects were not in the focus of the study , although they are key for clinical application, since preprocessing filters can potentially reduce noise, harmonise feature values coming from different scanners , and reduce interobserver variability . In the . . .

     

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