A Cascaded Neural Network for Staging in Non-Small Cell Lung Cancer Using Pre-Treatment CT.
Jieun ChoiHwan-Ho ChoJunmo KwonHo Yun LeeHyunjin ParkPublished in: Diagnostics (Basel, Switzerland) (2021)
Our cascaded DL model for classification NSCLC patients into early-stage and advanced-stage showed promising results and could help future NSCLC research.
Keyphrases
- neural network
- early stage
- small cell lung cancer
- end stage renal disease
- ejection fraction
- newly diagnosed
- advanced non small cell lung cancer
- machine learning
- deep learning
- prognostic factors
- peritoneal dialysis
- computed tomography
- lymph node
- squamous cell carcinoma
- magnetic resonance imaging
- current status
- contrast enhanced
- brain metastases