├── LICENSE ├── Nomogram.R ├── Nomogram.ipynb ├── README.md ├── VOI&feature_extraction ├── CT.yaml ├── README.md ├── object.csv └── out.csv ├── feature_selection ├── Boruta-example.ipynb ├── EGFR-Mann-Whitney U test.xlsx ├── Redundancy feature-R.ipynb ├── boruta.R └── hh └── modeling.ipynb /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JZK00/NSCLC_prediction/HEAD/LICENSE -------------------------------------------------------------------------------- /Nomogram.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JZK00/NSCLC_prediction/HEAD/Nomogram.R -------------------------------------------------------------------------------- /Nomogram.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JZK00/NSCLC_prediction/HEAD/Nomogram.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JZK00/NSCLC_prediction/HEAD/README.md -------------------------------------------------------------------------------- /VOI&feature_extraction/CT.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JZK00/NSCLC_prediction/HEAD/VOI&feature_extraction/CT.yaml -------------------------------------------------------------------------------- /VOI&feature_extraction/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JZK00/NSCLC_prediction/HEAD/VOI&feature_extraction/README.md -------------------------------------------------------------------------------- /VOI&feature_extraction/object.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JZK00/NSCLC_prediction/HEAD/VOI&feature_extraction/object.csv -------------------------------------------------------------------------------- /VOI&feature_extraction/out.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JZK00/NSCLC_prediction/HEAD/VOI&feature_extraction/out.csv -------------------------------------------------------------------------------- /feature_selection/Boruta-example.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JZK00/NSCLC_prediction/HEAD/feature_selection/Boruta-example.ipynb -------------------------------------------------------------------------------- /feature_selection/EGFR-Mann-Whitney U test.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JZK00/NSCLC_prediction/HEAD/feature_selection/EGFR-Mann-Whitney U test.xlsx -------------------------------------------------------------------------------- /feature_selection/Redundancy feature-R.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JZK00/NSCLC_prediction/HEAD/feature_selection/Redundancy feature-R.ipynb -------------------------------------------------------------------------------- /feature_selection/boruta.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JZK00/NSCLC_prediction/HEAD/feature_selection/boruta.R -------------------------------------------------------------------------------- /feature_selection/hh: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /modeling.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JZK00/NSCLC_prediction/HEAD/modeling.ipynb --------------------------------------------------------------------------------