Uncontrolled Confounders May Lead to False or Overvalued Radiomics Signature: A Proof of Concept Using Survival Analysis in a Multicenter Cohort of Kidney Cancer

PURPOSE: We aimed to explore potential confounders of prognostic radiomics signature predicting survival outcomes in clear cell renal cell carcinoma (ccRCC) patients and demonstrate how to control for them. MATERIALS AND METHODS: Preoperative contrast enhanced abdominal CT scan of ccRCC patients alo...

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Detalles Bibliográficos
Publicado en:Front Oncol
Main Authors: Lu, Lin, Ahmed, Firas S., Akin, Oguz, Luk, Lyndon, Guo, Xiaotao, Yang, Hao, Yoon, Jin, Hakimi, A. Aari, Schwartz, Lawrence H., Zhao, Binsheng
Formato: Artigo
Idioma:Inglês
Publicado: Frontiers Media S.A. 2021
Assuntos:
Oncology
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC8191735/
https://ncbi.nlm.nih.gov/pubmed/34123789
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2021.638185
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