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Computer tomography-based shape of tumor contour and texture of tumor heterogeneity are independent prognostic indicators for clinical T1b-T2 renal cell carcinoma.

Byeongdo SongSung Il HwangHak Jong LeeHakmin LeeJong Jin OhSangchul LeeSung Kyu HongSeok-Soo ByunJung Kwon Kim
Published in: World journal of urology (2023)
A combination of irregular tumor contour feature with heterogeneous tumor texture feature on CT is associated with poor RFS in clinical T1b-T2 RCC preoperatively.
Keyphrases
  • renal cell carcinoma
  • machine learning
  • computed tomography
  • contrast enhanced
  • magnetic resonance imaging
  • magnetic resonance
  • pet ct
  • dual energy