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Radiomics with 3-dimensional magnetic resonance fingerprinting: influence of dictionary design on repeatability and reproducibility of radiomic features.

Shohei FujitaAkifumi HagiwaraKoichiro YasakaHiroyuki AkaiAkira KunimatsuShigeru KiryuIssei FukunagaShimpei KatoToshiaki AkashiKoji KamagataAkihiko WadaOsamu AbeShigeki Aoki
Published in: European radiology (2022)
• MRF-based radiomic features are highly repeatable in various dictionary step sizes. • Use of different MRF dictionaries may result in variable radiomic features, even when the same MRF acquisition data are used. • Caution is needed when performing radiomic analysis using data reconstructed from different dictionaries.
Keyphrases
  • magnetic resonance
  • electronic health record
  • big data
  • contrast enhanced
  • magnetic resonance imaging
  • squamous cell carcinoma
  • machine learning
  • data analysis
  • artificial intelligence