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Use of a Radiomics Model to Predict Tumor Invasiveness of Pulmonary Adenocarcinomas Appearing as Pulmonary Ground-Glass Nodules.

Xing XueYong YangQiang HuangFeng CuiYuqing LianSiying ZhangLinpeng YaoWei PengXin LiPeipei PangJianhua YanFeng Chen
Published in: BioMed research international (2018)
For GGNs, PM, lobulated border, pleural retraction, age, and FD were features discriminating preinvasive lesions from IPAs. The radiomics model based upon PM and FD may predict the invasiveness of pulmonary adenocarcinomas appearing as GGNs.
Keyphrases
  • pulmonary hypertension
  • particulate matter
  • air pollution
  • lymph node metastasis
  • heavy metals
  • polycyclic aromatic hydrocarbons
  • magnetic resonance imaging
  • water soluble
  • squamous cell carcinoma
  • magnetic resonance