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Multi-Window CT Based Radiological Traits for Improving Early Detection in Lung Cancer Screening.

Hong LuJongphil KimJin QiQian LiYing LiuMatthew B SchabathZhaoxiang YeRobert James GilliesYoganand Balagurunathan
Published in: Cancer management and research (2020)
We find combining window semantic features improves model performance in identifying cancerous nodules. We also find that lung window features are more informative compared to mediastinal features in predicting malignancy.
Keyphrases
  • computed tomography
  • lymph node
  • magnetic resonance imaging
  • gene expression
  • image quality
  • contrast enhanced
  • magnetic resonance
  • positron emission tomography
  • dual energy