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Radiomics software comparison using digital phantom and patient data: IBSI-compliance does not guarantee concordance of feature values.

Zelda PaquierShih-Li ChaoAnaïs AcquistoChifra FentonThomas GuiotJennifer DhontHugo LevillainAkos GulybanMaria Antonietta BaliNick Reynaert
Published in: Biomedical physics & engineering express (2022)
Even with IBSI-compliance, the reproducibility of features between radiomics applications is not guaranteed. To evaluate variation, quality assurance of radiomics applications should be performed and repeated when updating to a new version or adding a new modality.
Keyphrases
  • lymph node metastasis
  • contrast enhanced
  • machine learning
  • working memory
  • squamous cell carcinoma
  • deep learning
  • magnetic resonance
  • data analysis
  • psychometric properties
  • monte carlo