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Delta radiomic features improve prediction for lung cancer incidence: A nested case-control analysis of the National Lung Screening Trial.

Dmitry CherezovSamuel H HawkinsDmitry B GoldgofLawrence O HallYing LiuQian LiYoganand BalagurunathanRobert J GilliesMatthew B Schabath
Published in: Cancer medicine (2018)
We found modest improvements in predicting lung cancer incidence by combining baseline and delta radiomics. Radiomics could be used to improve current size-based screening guidelines.
Keyphrases
  • case control
  • risk factors
  • lymph node metastasis
  • contrast enhanced
  • clinical trial
  • study protocol
  • squamous cell carcinoma
  • magnetic resonance imaging
  • computed tomography
  • magnetic resonance