Preoperative prediction of the stage, size, grade, and necrosis score in clear cell renal cell carcinoma using MRI-based radiomics.

Ji Whae ChoiRong HuYijun ZhaoSubhanik PurkayasthaJing WuAidan J McGirrS William StavropoulosAlvin C SilvaMichael C SoulenMatthew B PalmerPaul J L ZhangChengzhang ZhuSun Ho AhnHarrison X Bai

Published in: Abdominal radiology (New York) (2021)

Preoperative MR radiomics can accurately predict SSIGN score of ccRCC, suggesting its promise as a prognostic tool that can be used in conjunction with diagnostic markers.

Keyphrases

contrast enhanced
magnetic resonance imaging
patients undergoing
magnetic resonance
computed tomography
lymph node metastasis
diffusion weighted imaging
big data
squamous cell carcinoma
machine learning