/LUADprediction

Use deep neural network models to predict lung adenocarcinoma

Primary LanguagePython

Predicting the lung adenocarcinoma and its biomarkers by integrating gene expression and DNA methylation data

Website

https://github.com/qibeibei1997/LUADprediction

Overall algorithm

Requirements

Python 3.6

  • numpy (1.19.5)
  • pandas (0.22.0)
  • scikit-learn (0.24.2)
  • Tensorflow (1.2.1)

Input and Output

input

  • gene expression:
  • DNA methylation:

Codes

1.data preprocessing

2.feature selection

3.Data combination

4.prediction